"He just... left?" Leo repeated, his voice strained. He stood frozen in the middle of Mr. Peterson's art studio, the scent of turpentine and oil paints hanging heavy in the air. The space, once a haven of inspiration and collaboration, now felt like a mausoleum. He felt sick, his stomach churning.

He surveyed the scene, taking in the remnants of Peterson's presence: a half-finished canvas, brushes scattered haphazardly, a palette with dried paint. His mentor, his confidant, his guide—gone without a word. The thought was like a physical blow. He kicked a paint can, sending it skittering across the floor.

He needed to scream, to lash out. He wanted to shatter something, anything. He clenched his fists, knuckles white, and wanted to scream. He was alone. He would take it upon himself to find him.

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