He'd been so careful, double-checking the contact. But there it was: the text, now sent, a venomous indictment of his rival's recent success, sent to his rival's personal number. He gripped the edge of the table, knuckles white. The carefully constructed facade of civility, of professional respect, had crumbled.

He could almost feel the other man's smug amusement, the barely concealed satisfaction. His face burned. He’d made himself look foolish. And there was nothing he could do to fix it.

He pushed his chair back, the screech echoing in the otherwise empty office. He felt the sudden urge to smash something.

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