The common room buzzed with the cheerful chaos of a Friday night, but she couldn't find any joy in the music or camaraderie. She sat slumped in a chair, her gaze fixed on the floor, the patterns of the carpet growing increasingly blurry.

A tap on her shoulder. It was Emily, her roommate. She held out the journal, its cover bent. "I... I read it," Emily said quietly, her eyes filled with an unsettling mixture of remorse and understanding.

The words hung in the air, heavy and poisonous. She fought back the urge to scream, the tension building in her chest, making it hard to take a breath. She just wanted to disappear.

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