The air thickened around Mark. He felt a cold dread descend upon him, a chilling premonition. The bear, his childhood protector, was here, vulnerable and exposed. *Abandoned.*

He noticed the price tag: "$2." A mere two dollars! He walked towards the woman, trying to keep his composure, but his legs felt like lead. He had to have him back.

“I… I’ll take him,” he managed to say, his voice strained. The woman, with a bored expression, simply nodded and waited for the payment. Mark handed over the money, his fingers fumbling with the bills. He clutched the bear close.

Emotion: outraged

Cluster: Anger / Hostility
PC1 (Valence): -1.96 Negative
PC2 (Disposition): 1.32

Role in Research

This story is one of 1,000 stories generated for the emotion outraged. 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 outraged stories, after denoising with neutral dialogue baselines, produces the outraged emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the outraged vector is projected through the unembedding matrix.

Promoted:
C0.467
0.334
🤬0.327
aggravated0.323
0.312
Suppressed:
H-0.315
☺️-0.286
optimistic-0.278
adventurous-0.262
मुस्कुरा-0.260