The phone call had come just as she was finally settling down with a cup of tea and a good book. "We'd like to remove the tree," the neighbor, a man she barely knew, had said. "It's… interfering with our view." Her grip tightened on the mug, the warmth suddenly feeling inadequate.

She found herself gripping the cold steel of the porch railing. The view! The tree had stood for decades, a vital part of the landscape. And they wanted to destroy it to improve their…view? Her vision blurred momentarily, and she blinked, feeling a prickling sensation behind her eyes.

"No," she'd said, her voice trembling slightly. "It's not happening."

She retreated back inside, the tea suddenly bitter in her mouth. She poured it down the drain and stood there, her body rigid, contemplating the sheer thoughtlessness of the world.

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