"So, what's new?" whispered Amelia, sitting and staring at the rain fall. She hated feeling like this. The day felt long, and she was waiting for a phone call. She'd known from the moment she had talked to the interviewer that she didn't get the job. The silence between her and James had been deafening since then.

She chewed her lip, the taste of metal filling her mouth. The empty coffee cup in front of her seemed to mock her, a symbol of the day's emptiness. This was a nightmare of epic proportions.

The streetlights flickered to life outside, casting long shadows across her apartment. She felt an invisible weight bearing her down, pressing the air out of her.

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