The world tilted slightly, as if the ground itself had shifted beneath her feet. The space where the birch tree had stood was just an empty circle of churned earth. She had spent countless hours beneath its shade.

She felt a sudden, sharp jolt of adrenaline. Her heart hammered against her ribs. She took a step forward, then another, her movements jerky and erratic. Her jaw clenched and unclenched.

She scanned the surroundings, her eyes darting from one point to another, searching for… something. For an answer, for a culprit, for anything that could explain this brutal act. She wouldn’t rest until she had it.

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