The flickering fluorescent lights of the office seemed to pulse, each blink a tiny, irritating jolt. Sarah reread the email, the words – “Acquisition Pending” – swimming before her eyes. She felt a sudden, heavy pressure in her chest, as if a lead weight had settled there. Her fingers tightened around the worn handle of her coffee mug, knuckles white.

She slammed the mug down on her desk, the ceramic clinking sharply against the wood. The sound echoed in the sudden, unnerving quiet of the office. People were whispering, hunched over their screens. A cold dread crept up her spine, leaving goosebumps in its wake. This was all wrong.

Sarah picked up her phone, dialing her best friend's number. Her hand trembled, making the numbers blur. When her friend answered, Sarah found herself unable to speak at first, just a choked gasp escaping her lips. "They're selling," she finally managed, the words thin and reedy.

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