The coffee cup trembled in Daniel's grasp, the lukewarm liquid sloshing over the rim and staining his notes. He’d spent all weekend writing that paper. He'd sacrificed sleep, social life, everything. And for what? To be accused of… of *copying*? He felt a sudden, inexplicable urge to punch the wall.

He pushed the cup away, the sudden movement nearly sending it flying. He could feel a pressure building behind his eyes, a familiar tension that always presaged a migraine. The polite, but condemning, tone of the professor's email echoed in his head. He wanted to disappear, to vanish from the face of the Earth.

Emotion: irritated

Cluster: Anger / Hostility
PC1 (Valence): -0.86 Negative
PC2 (Disposition): 1.07

Role in Research

This story is one of 1,000 stories generated for the emotion irritated. 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 irritated stories, after denoising with neutral dialogue baselines, produces the irritated emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the irritated vector is projected through the unembedding matrix.

Promoted:
l0.370
S0.282
P0.264
😠0.248
aggravated0.233
Suppressed:
own-0.300
joyful-0.211
joyous-0.207
खोले-0.206
newfound-0.205