The keyboard clacked uselessly beneath Olivia's fingers. The words wouldn’t come, the screen remained blank. She had wanted this job so badly, and so had Sam, her oldest friend. They'd supported each other throughout their careers, and the competition had felt strangely awkward.

She glanced at the clock, the hands ticking agonizingly slowly. The silence in her apartment was punctuated only by the hum of the refrigerator. She felt a cold sensation in her stomach.

She got up and walked around the apartment, pacing. The walls seemed to close in on her. She felt drained, as if her entire life force had been sucked dry.

Emotion: gloomy

Cluster: Sadness / Despair
PC1 (Valence): -1.68 Negative
PC2 (Disposition): -1.37

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😞0.368
无法0.319
😔0.300
いつも0.270
0.255
Suppressed:
la-0.432
l-0.419
de-0.398
B-0.294
!-0.259