He found it tucked inside a box of old photographs. The image of the two of them, young and smiling, felt like a deliberate insult. He stared at the letter, its contents a predictable list of failings. A wave of bitterness washed over him, hot and unpleasant. He tossed the whole box into the trunk of his car, slammed the lid shut. He started the engine, his knuckles white against the steering wheel. He drove, not knowing exactly where he was going, but needing to go far away from the past, as if distance could erase what time hadn’t.

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