"Oh, come *on*!" Maya's voice cracked, and she slammed her palm against the desk, rattling the coffee cup. Her voice was sharp, and the knot in her stomach tightened. Another patent denial. Her automatic pet feeder—the one she'd practically lived and breathed for months—was already claimed. By a company in China.

She pushed her chair back, the movement abrupt and jerky.

The sterile white walls of the lab seemed to close in on her. The air conditioning blasted, creating an even more unpleasant environment.

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