The ramen steamed between them, its fragrant broth a stark contrast to the glacial silence that had settled across the small kitchen. Amelia pushed the noodles around her bowl, the motion jerky and unenthusiastic. Across from her, David hummed, a cheerful, foreign tune escaping his lips. "So, how was work?" he asked, attempting a casual tone. His pronunciation, it was clear, had improved. A barely perceptible twitch ran across Amelia's jaw. She took a long, slow sip of the broth, avoiding his gaze. "Fine," she finally replied, her voice flat. She focused on the steam rising from her ramen, a swirling, ephemeral dance, much like the conversations they used to have, now replaced with this charade.

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