He shuffled to the window, the floorboards groaning under his weight. The incessant hammering echoed in the empty house, a relentless pulse that seemed to match the ache in his chest. “Just great,” he muttered, his voice raspy from disuse. He hadn’t spoken to anyone properly in days. He’d barely spoken at all.

His neighbor's yard was a mess of planks and scaffolding. Everything was out of place. He pulled the curtains closed, plunging the room into further shadow. The silence offered some solace, a temporary reprieve from the cacophony. He rubbed his temples, the phantom headache a constant companion.

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