The tea cooled rapidly in his untouched cup. He sat at the kitchen table, the laptop displaying the webpage. The comments section. The venomous comments. He flinched with each new post, each snide remark.

He wanted to argue, to defend himself, to scream at the faceless critics. But what was the point? They would never understand. His chest felt constricted, as if someone were squeezing the air out of his lungs.

He pushed back his chair and stood. He needed space, air, an escape from the relentless online assault. He would walk until his legs failed him. He would run if he had to. He just needed to get away.

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