The bland, beige walls of the marketing department seemed to close in on her. The change from the vibrant atmosphere of the sales floor, filled with banter and ambition, to this place felt like a demotion. Rachel, still reeling from the sudden transfer, stared blankly at the spreadsheet in front of her.

Her hands fidgeted, adjusting the position of her pen. A sigh escaped her lips. The endless meetings, the passive-aggressive emails, the corporate jargon...It was all so tedious.

"Rachel, could you bring that presentation to the meeting?" Her new boss, a woman named Ms. Peterson, called over the cubicle wall. The request felt like yet another chore. "Yes, of course," she mumbled, pushing herself to her feet.

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