Aunt Clara huffed, crossing her arms as she surveyed the latest “masterpiece” pinned to the refrigerator. Little Lily, her niece, had a veritable gallery of crayon creations adorning the kitchen, and Clara found each one increasingly… tiresome. This one depicted a lanky figure with mismatched limbs and a perpetual grin, labeled "Captain Fluffernutter." Clara knew exactly where this was going.

“Lily, darling,” Clara said, her voice laced with an unnatural sweetness. “Who’s this… interesting chap?” She gestured with a perfectly manicured nail. The girl, all wide-eyed innocence, chirped, “That’s Captain Fluffernutter! He’s my bestest friend!” Clara’s jaw tightened. She remembered Captain Fluffernutter. He was *her* imaginary friend. A figment of her childhood, long banished, and now… resurfacing?

Clara’s hand reached up to massage her temple. This was ridiculous. The audacity of it all. As if the past, her past, was some kind of theme park, ready to be plundered for amusement by a child. A childish giggle from Lily, another smudge of crayon on the kitchen table, and Clara decided she needed a very strong cup of tea.

Emotion: scornful

Cluster: Anger / Hostility
PC1 (Valence): -0.76 Negative
PC2 (Disposition): 2.07

Role in Research

This story is one of 1,000 stories generated for the emotion scornful. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 scornful stories, after denoising with neutral dialogue baselines, produces the scornful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the scornful vector is projected through the unembedding matrix.

Promoted:
l0.406
C0.391
S0.276
I0.268
0.243
Suppressed:
own-0.396
unexpectedly-0.288
Suddenly-0.260
soon-0.256
serendip-0.256