The bleakness of the afternoon matched the mood inside Daniel. He slumped into the grimy pawn shop, the fluorescent lights buzzing overhead. The room seemed filled with a low, oppressive hum, mirroring the constant ache in his chest. He felt like he was walking through a dream, disconnected from reality.

He aimlessly scanned the various objects displayed. He wasn't looking for anything, just killing time. Then, his gaze landed on a ring. It was nestled amongst a pile of other jewelry, its intricate design instantly familiar. His grandmother's ring.

A sudden, sharp pang of regret pierced him. He swallowed hard. The shopkeeper waited, watching. "How much is that one?" he asked, his voice cracking, the words feeling heavy on his tongue.

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