“Unsuitable.” The word echoed in Leo's head, the publisher's verdict like a slap in the face. He reread the email, the phrases, like “not quite right for our list”, twisting the knife.

He slammed his fist on the table, making the glasses on top jump. His hands were shaking. He stood up abruptly.

He went to the fridge and poured himself a large glass of something cold, then he drank it down in one gulp.

He started to clean his kitchen. He needed to do something with his hands.

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