The air in the courtroom was stifling, the hushed tones of the lawyers grating on his nerves. Mark, surrounded by legal jargon he barely understood, listened to the opposing counsel detail the similarities between his invention and the patented design. His hopes for the automated gardening system withered in the glare of the legal proceedings.

He felt a tightness in his chest, a sense of being suffocated by the proceedings. He couldn't meet the gaze of his own lawyer. He fidgeted constantly, tapping his foot, unable to sit still.

Each piece of evidence presented felt like a blow. He gripped the edge of the table, his knuckles turning white. He thought about getting up and running, away from the accusations, from the disappointment.

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