He found the package on his doorstep as he was leaving for his interview. “For Ms. Evelyn Reed.” He already disliked Evelyn Reed, whoever she was, before he even opened the door.

He considered leaving it for the landlord, a passive form of protest. He had enough to worry about without tending to someone else's mail. But the insistent urge to know, the small spark of curiosity, won out.

He tore the box open. It contained a designer handbag, obviously expensive. He gritted his teeth. He grabbed his briefcase and hurried to the elevator, shoving the bag into the nearest trash receptacle.

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