The fluorescent lights of the accounting department seemed to hum a mocking tune. Amelia kept finding herself staring at the open door, a yawning maw that promised…what? The marketing team. A world of slogans and smiles, a far cry from the numbers she'd memorized for years.

Her coffee cup trembled as she brought it to her lips. The taste was metallic, and her stomach clenched. She’d tried to feign enthusiasm during the announcement, but now the polite facade felt like a lead weight pressing down on her chest.

She shoved the transfer paperwork into her desk drawer, the crisp edges of the forms somehow more oppressive than the familiar mess of her current workstation. Each tap of the keyboard felt sluggish, each number a betrayal. She felt a knot forming in her throat, a physical barrier against the cheerful chaos that awaited her.

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