The constant beeping of the vending machine grated on his nerves. He slammed his fist on the counter, startling the cashier. His promotion ceremony. Everything he had worked for. All gone. He knew that the people he had worked for would not care; they had always shown a willingness to dispose of anything that was no longer useful to them.

He stared at the garish display of snacks and drinks, unable to bring himself to buy anything. His body felt heavy, his mind sluggish. He sank onto a nearby bench, the cold metal seeping into his bones. His legs trembled. He had to think of a way to pick himself up; otherwise, he was going to break.

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