The news arrived in a hurried phone call. A time capsule. His. He had no memory of it. He felt his stomach twist as he approached the table.

He stared at the contents of the box. A photograph of a girl he faintly recognized, a collection of concert tickets, and a letter filled with naive optimism. His chest constricted. He wanted to rewind the clock, to erase this unwanted intrusion into his present.

He grabbed the letter and tore it into tiny pieces. He felt a growing agitation, an anger he couldn't explain. He kicked the table, sending the box flying across the room. He needed to get away from it, from this unwelcome echo of his past.

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