He felt a tightness in his chest, a pressure that squeezed the breath from him. John reread the email from HR, confirming the salary. Ben, the intern, was now pulling down a salary that eclipsed his own by a significant margin. His jaw worked, grinding his teeth.

He quickly deleted the email and then found himself pacing his small cubicle. The air seemed thin, insufficient. He felt a sudden, fierce urge to kick something, to break something.

He slammed his fist on his desk, the sound echoing in the otherwise quiet office. He caught the eye of Mrs. Gable, the office manager, and quickly forced a smile.

"Just… stretching my arm," he mumbled, feeling his face flush crimson.

Emotion: alarmed

Cluster: Fear / Anxiety
PC1 (Valence): -2.07 Negative
PC2 (Disposition): -0.14

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😰0.304
😨0.272
worse0.269
😣0.261
не0.254
Suppressed:
de-0.323
enthusi-0.258
happy-0.235
delight-0.225
ية-0.217