From the corner of the room, David watched his father preening, the center of attention. He took a long drag from his cigarette, then crushed it beneath his heel. He had been dreading this for weeks. The forced pleasantries, the hollow compliments, the insincere well-wishes. It was all a nauseating game.

He approached the microphone reluctantly. He delivered the speech, recounting his father's accomplishments. But his voice held no warmth, no joy, only a monotonous cadence. He paused, looking directly at his father, a flicker of something close to contempt flashing in his eyes.

He ended, and sat, feeling a weight lift slightly, although not because he was genuinely happy for his father. It was more about getting it over with.

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