“Blast it,” he hissed, kicking the metal leg of his drafting table. Theodore’s shoulders were rigid, and his jaw was clenched. After pouring years into the design of his automated pizza-making machine, he discovered someone had patented the exact same mechanism. The letter said “prior art”, the legal equivalent of a punch to the gut.

He paced the cramped room, his footsteps heavy and uneven. The blueprints, usually a source of excitement, now felt like a taunt.

The sunlight streaming through the window seemed excessively bright, a stark reminder of the energy he’d wasted.

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