The morning light seemed to mock him as Thomas watched his replacement, a young man named Ben, walk through the door. Training day. He wanted to scream.

He led Ben through the labyrinth of the office, explaining the basics of his role with minimal enthusiasm. He rushed through the details, barely making eye contact. He wanted it over.

Thomas' responses were terse and impatient. He found himself answering Ben’s questions with monosyllabic answers. He kept glancing at the clock, impatiently marking the passage of time. He was done, totally done.

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