The air in the car was thick with unspoken words, the silence between them a tangible barrier. Margaret tapped her fingers on the dashboard, the repetitive rhythm a measure of her internal unrest. She and her husband, George, had been driving for an hour, and had not exchanged a single word.

She was tidying up the glove compartment when she came across an envelope. A bank statement. George's name. A savings account, far more extensive than she'd ever imagined. A knot twisted in her stomach.

She stared out the window, the passing scenery a blur. The green and blue world outside was in sharp contrast to the grey one that had just enveloped her heart.

Emotion: grumpy

Cluster: Anger / Hostility
PC1 (Valence): -0.65 Negative
PC2 (Disposition): 0.64

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
👎0.232
either0.230
😠0.227
C0.226
:(0.216
Suppressed:
超越-0.206
newfound-0.197
স্বীক-0.195
खोले-0.192
অপহরণকারীদের-0.184