The scent of lavender and old paper assaulted Eleanor’s nostrils as she sifted through the boxes. Her mother's archive was a shrine to her accomplishments – a meticulously organized collection of essays, projects, and report cards. Each one, a monument to a past Eleanor now considered… embarrassing.

She picked up a particularly saccharine Mother's Day card, its construction paper heart now faded and torn. The sentiment, written in her childish scrawl, made her cringe. She almost laughed at the way her mother had preserved her every mistake.

"Honestly," she murmured, shoving the card back into the box with a degree of violence. She felt her face burn.

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