He stared at the email, the words – “We regret to inform you…” – burning themselves onto his retinas. This scholarship, the one that guaranteed his place in the prestigious engineering program, had been mistakenly awarded to him. Now, they wanted it back.

The blood drained from his face, leaving him cold. He'd poured his life into getting here, selling off his beloved vintage guitars, working two part-time jobs while carrying a full course load. Now, all that effort was for nothing. He bit down on his lip, the metallic taste of blood filling his mouth.

He imagined the smug satisfaction of the actual recipient, a trust-fund kid, probably, who wouldn't even appreciate the opportunity. He imagined the admissions committee, patting themselves on the back for their mistake. He tossed the laptop on the floor. Everything felt like ash.

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