He grabbed the nearest object, a cheap plastic water bottle, and squeezed it with all his might. The plastic crinkled and bent under the pressure, but it didn't break. The tension in his shoulders was almost unbearable. He could feel his jaw clenching, his teeth grinding. The news of Ethan's move to Colorado was like a punch to the gut. The laughter echoing in his ears, their shared memories now a source of agony. He wanted to throw the bottle, to hurl it across the room and shatter it into a million pieces. Instead, he forced himself to take a deep breath.

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