The fluorescent lights of the office seemed to hum with a malevolent energy today. Sarah adjusted the angle of her monitor, the click of the mouse a staccato rhythm against the sudden dryness in her mouth. She had been here for seven years, and now, this… this newbie, fresh out of college, was going to take over. Her hands felt clumsy as she navigated the software, each keystroke a potential failure. The young woman, Chloe, smiled brightly, and Sarah could feel the blood drain from her face.

Chloe was enthusiastic, asking questions a mile a minute. Sarah found herself answering in short, clipped sentences, avoiding eye contact. She could feel a tremor starting in her jaw. The manual she'd compiled over the years suddenly felt inadequate, the information inside anemic.

"So, about the Jenkins report…" Chloe began. Sarah felt a bead of sweat trickle down her temple. “Yes, that’s… right there.” She pointed vaguely, her finger trembling slightly. She needed to get through this, to get to the end of the day.

Emotion: panicked

Cluster: Fear / Anxiety
PC1 (Valence): -2.44 Negative
PC2 (Disposition): 0.00

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
worse0.317
😫0.294
😖0.285
😰0.285
escape0.283
Suppressed:
la-0.432
a-0.374
de-0.296
楽し-0.262
happy-0.258