The relentless sun shone through the blinds, casting long, dusty stripes across Emily's desk. She squinted, the brightness grating. The forced cheerfulness of her colleagues seemed artificial, each word a hollow echo in her ears. The information about the company's sale felt like a lead weight pressing upon her.

She found herself fidgeting with a pen, clicking it repeatedly, a nervous tic. Her usual meticulous filing was replaced by a careless jumble of papers. Her concentration was shattered.

She stared at the clock, each second stretching into an eternity. Even the prospect of lunch offered no solace. Her appetite had vanished. She felt stranded, adrift.

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