The rain hammered against the bus window, mirroring the dull ache in Maya's chest. She pulled her oversized hoodie tighter, its familiar scent of laundry detergent doing little to soothe the tightness in her throat. Each stop, the fluorescent lights of the bus stop illuminated her reflection, and she hated the way her eyes looked, all shadowed and vacant. Then, a notification popped up on her phone: Mr. Henderson had started following her on Instagram. A fresh wave of something akin to dread washed over her.

She scrolled through his profile, the cheerful pictures of his family and travels a jarring contrast to the dreary afternoon. Had he seen her last post? The one with the cryptic lyric from that sad song? The thought twisted in her stomach.

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