The telephone receiver felt slick and clammy in Eleanor’s hand. Her neighbor, Mr. Peterson, again. The man had called, *again,* to discuss the tree. It was the same song and dance. Roots, property lines, insurance risks. Eleanor almost threw the phone across the room.

Her chest felt like a clenched fist. The air seemed to vibrate with a tension that mirrored the knot in her stomach. She pictured herself walking over and strangling him.

"No," she finally managed to say, her voice strained. She slammed the phone down, the sound echoing in the silent house. She paced her living room, her steps sharp and erratic. The tree. It was a symbol, a declaration.

Emotion: mad

Cluster: Anger / Hostility
PC1 (Valence): -1.94 Negative
PC2 (Disposition): 1.26

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
C0.448
0.344
est0.340
🤬0.336
aggravated0.332
Suppressed:
a-0.495
de-0.485
la-0.387
H-0.344
latter-0.290