The bustling train platform felt like a pressure cooker, the noise a constant assault on Emily's senses. She felt herself becoming smaller and smaller in the crowd. She leaned against a pillar, watching the hurried commuters. They seemed to have direction, something that eluded her completely.

As a train pulled away, she noticed a discarded bag. She bent down to retrieve it, and her fingers brushed against something hard. A wallet. She unzipped it; the wad of bills inside made her gasp. She stared at it, her vision blurring. This could change everything.

She looked at the tracks, the metal gleaming in the fading light. A new life. The possibilities rushed through her head. She clutched the wallet, the texture of the leather somehow both grounding and unsettling. She squeezed her eyes shut, fighting with herself.

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