The fluorescent lights of the lab hummed, a monotonous drone that did nothing to soothe Amelia's agitation. She’d spent weeks, practically living amongst test tubes and centrifuges, chasing this elusive data. Now, standing before the Director's office, hands shoved deep into her pockets, she felt a cold knot tighten in her gut.

She shifted, the polished floorboards reflecting the strained expression on her face. The news, when it came, was delivered with unnerving calmness: another researcher, across the country, had submitted nearly identical findings. Identical.

Amelia’s chest felt constricted. The hours, the frustrations, the moments of sheer exhaustion – all of it now seemed to mock her. She found herself clenching her jaw, her gaze fixed on a crack in the doorframe, as if willing the imperfection to disappear.

“So… shared resources then?” The Director's voice was bright, almost sickeningly so. Amelia simply nodded, unable to meet his gaze.

Emotion: brooding

Cluster: Sadness / Despair
PC1 (Valence): -2.46 Negative
PC2 (Disposition): -0.60

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.749
😞0.329
그의0.299
un0.273
但他0.270
Suppressed:
de-0.917
la-0.603
a-0.369
l-0.335
her-0.330