Rain lashed against the windows, mirroring the tempest within him. He’d refreshed his email three times in as many minutes, each click a tiny act of desperation. Finally, the dreaded message. His breath hitched, a sharp intake of air that caught in his throat. He felt the cold seep into his bones, a chill that had nothing to do with the thermostat.

He tossed the application papers onto the floor with a resentful gesture. The neatly typed essays, once symbols of hope, now felt like mocking reminders of his dashed aspirations. He picked at a loose thread on his jeans, pulling it until it snapped.

"I don't get it," he mumbled, his voice a low, defeated murmur. His dreams, so bright and vivid just yesterday, now seemed distant and fading, like a watercolor painting left out in the rain.

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
πŸ˜”0.300
い぀も0.270
μ“Έ0.255
Suppressed:
la-0.432
l-0.419
de-0.398
B-0.294
!-0.259