The coffee tasted like ash. She’d poured it strong, hoping for a jolt of energy, but it did nothing. The rejection email sat open on her laptop, the words blurring through a sudden film over her eyes. Her stomach clenched, a physical manifestation of the tightening knot of disappointment.

She closed the laptop with a definitive snap, the sound echoing in the otherwise silent apartment. The silence pressed in on her, thick and heavy. She wandered to the window and stared out at the bustling street below, a vibrant tapestry of lives she felt utterly disconnected from.

Her reflection in the glass looked tired, the shadows beneath her eyes deepened. She ran a hand through her hair, the simple gesture a futile attempt to smooth out the turmoil within.

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