"Bloody hell," muttered Sarah, the words laced with a heat that singed the air. She threw the file containing her research notes onto the desk with such force it sent papers scattering like startled birds. Her jaw clenched. After all the late nights, the grueling experiments, the constant questioning, to find out her supervisor, Dr. Chen, had simply *vanished* from the university. No warning. No explanation. Just a terse memo. Her hands trembled as she picked up a pen, and snapped it clean in two.

Emotion: angry

Cluster: Anger / Hostility
PC1 (Valence): -2.05 Negative
PC2 (Disposition): 1.18

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
C0.354
est0.354
aggravated0.342
🤬0.337
0.323
Suppressed:
de-0.424
a-0.411
la-0.341
H-0.320
L-0.296