The sunlight seemed too bright, the air too thick. Sarah pulled the covers over her head, wishing she could disappear into the shadows. The familiar scent of her childhood bedroom, once a source of comfort, now felt like a reminder of a life she had failed to create.

A persistent tapping at her door. "Sarah? Are you awake?" Her mother's voice, laced with a concern that felt like a weight. Sarah groaned inwardly, hating the feeling of being a disappointment.

She considered pretending to be asleep, but she knew it wouldn't work. The inevitable conversation, the well-meaning questions, the forced optimism – all of it filled her with a sense of dread. She slowly sat up.

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