The fluorescent lights of the office hummed, a sound that usually faded into the background, but today it grated on Sarah’s nerves. She stared at the spreadsheet on her screen, the numbers blurring, refusing to align. This morning, a casual comment from Mark, the junior associate, had shattered her composure. He’d mentioned his recent raise, a sum exceeding her own.

A knot tightened in her stomach. Years of loyalty, countless extra hours, all seemed to amount to nothing. She felt a prickling heat under her skin, a sensation that spread from her chest to her fingertips.

She ran a hand through her hair, tugging at the strands. The coffee she'd made that morning tasted like ash. Her throat felt thick, making it difficult to swallow. She glanced at the clock: 9:17 am. It felt like an eternity until lunchtime.

Emotion: disturbed

Cluster: Fear / Anxiety
PC1 (Valence): -2.97 Negative
PC2 (Disposition): -0.60

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.318
ness0.309
无法0.300
😞0.297
worse0.284
Suppressed:
de-0.829
la-0.666
a-0.392
B-0.301
"-0.290