The house echoed, an amplified version of his own internal void. The high ceilings and vast rooms only served to emphasize the loneliness that clung to him like a second skin. He wandered through the space, his shoulders slumped, his footsteps silent. The move was meant to be a fresh start, a chance to escape. But it felt more like a sentence.

He slumped in a chair, watching the shadows lengthen as the day waned. As he leaned back, he felt something give behind him, in the chair's back. Looking back, he saw a seam, almost invisible, but there. He ran his fingers along it.

The back of the chair lifted, revealing a small compartment, a tiny opening into the wall.

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