A low growl rumbled in her chest. The message, brief and impersonal, hit her like a physical blow. The hall she’d booked, the DJ she’d hired, the dress she’d bought – all useless now. She walked into the garden, kicked at a decorative pot, and watched it shatter. The tears that welled up in her eyes weren't sadness, she told herself. It was just the rage bubbling up inside, threatening to explode. She looked out at the empty expanse of grass, the potential for joy now poisoned by this empty promise.

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