The old journal lay open before him. Inside, nestled between dried flowers, was a letter he'd written to himself, years ago. The words, aimed at a future version of himself, were critical, demanding. “Dear Future Me, you should…” A fresh wave of displeasure washed over him.

He slammed the journal shut, the sound sharp in the quiet room. The afternoon light cast long shadows, making the space feel cramped and confining. He felt a familiar knot in his stomach, a tension that tightened with every passing moment. He wanted to tear something, anything, into shreds.

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