The email from his high school arrived. "Your Essay Could Help Other Students." He deleted it immediately. He knew. He could feel it in his gut.

He was alone in his apartment, the late afternoon sun casting long shadows across the room. He felt an intense pressure building within him. He ripped the email from the trash can and crumpled it in his fist.

He threw the crumpled paper at the wall, it falling to the floor. Silence. He sat there, his chest heaving, his gaze fixed on the discarded message.

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