Rain lashed against the window of the cabin, mirroring the tempest inside Leo. He clutched the letter, the paper dampening with his nervous sweat. It was a plea, written to his childhood sweetheart, a girl who, like his own heart, was long gone. He hadn't even remembered writing it, until he found it tucked inside an old book.

He slammed his fist against the table. The letter spoke of dreams shattered, of a future stolen, of a lifetime lost. Every word was a barbed reminder of the life he never had.

He stalked to the fireplace, the flames dancing in time with his chaotic thoughts. He crumpled the paper into a ball, and he tossed it into the fire. It blazed brightly, consumed by the heat.

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