The words on the screen swam before Evelyn's eyes. The allegations against the enigmatic and celebrated writer, Maxwell Silver, were undeniable, each passage of his novel cruelly mirroring Evelyn's own unpublished manuscript. Her hands, typically steady, now trembled as she closed the file. A wave of nausea rolled over her. She got up from her chair and walked towards the kitchen, and, without thinking, turned on the water and stood there, staring at the running faucet, feeling a kind of hollow ache.

Emotion: furious

Cluster: Anger / Hostility
PC1 (Valence): -2.01 Negative
PC2 (Disposition): 1.23

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
C0.461
0.376
🤬0.338
aggravated0.313
est0.304
Suppressed:
a-0.356
de-0.334
L-0.308
H-0.301
adventurous-0.256