The woman’s smile, forced and brittle, was a thin veneer over what he knew was a complete disregard for him, and for his trees. He knew what she wanted. He already knew. The tree was “too close,” “blocking the sun,” "unsafe." He felt his hands clench.

He had spent years tending to that tree. It was part of his identity, a silent companion. The gall of this stranger, to assume she could just stroll in and issue demands! The air around him felt suddenly thick, as if the very atmosphere had become oppressive.

He turned his back on her, unable to speak. He looked towards his house, his shoulders slumping. He could feel the pressure building, a physical manifestation of his internal turmoil. He had no intention of complying with her request. Not now. Not ever.

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