The rustling in the alleyway alerted Thomas, and he found it, nestled beneath a discarded mattress. He crouched, surveying the scene: the grimy brick walls, the reek of stale beer, the overall feeling of neglect. The wallet, surprisingly, looked pristine. He opened it and was blinded by the flash of green.

He felt the familiar knot in his stomach tighten. The world had always seemed to conspire against him, and now, here it was again, showcasing everything he didn't have. He thought about the rent, overdue. The groceries, already a distant memory. He considered calling the police.

He kicked the mattress, a gesture born from a deep-seated ache. The universe expected him to be a good person. He decided he wouldn’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