He had been so *proud*. Proud of the way he'd painstakingly learned her language, proud of the way he could now speak it fluently. He was even, she suspected, a little proud of himself for being *better* at it than she was, at that point. It was a joke, really. That thought, however, was not funny at all. She sipped her tea, carefully avoiding his gaze as he launched into another tale, using the language. The words, usually a source of comfort, now felt like a weapon, aimed directly at her. She put down her cup, the clink of the ceramic against the saucer loud in the room.

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