He had poured his heart into this manuscript, every waking moment consumed by the story. Now, it was just a physical object, a bound pile of paper, cast aside. The letter felt light in his hand, a featherweight insult. Michael dropped it on the floor, the sound of the paper hitting the carpet a tiny explosion in the otherwise silent room.

His hands shook as he reached for the bottle of whiskey on the shelf. He poured a generous measure, downing it in one gulp. The alcohol burned, but it didn't quench the inner fire. He picked up the manuscript, then threw it across the room where it hit the wall with a hollow thud.

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