The message was brief: "Gary Thompson wants to be your friend." The words were like a physical slap across the face. Sarah, who was enjoying a peaceful afternoon, saw her pleasant surroundings take on a sinister tone. She felt sick.

The memories, sharp and painful, flooded back. The playground, the taunts, the feeling of being utterly powerless. It was a moment of weakness for her.

She typed a response, then deleted it. The urge to confront him, to ask him how he could, after all this time, show his face, was overwhelming. She deleted the message. She closed her eyes. She pictured his face, trying to erase his memory.

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