“Uninspired,” the critic had written, and the word cut deeper than any knife. Chef Hiroki stared at the empty space on his cutting board. He’d prepped everything for the lunch rush, but suddenly, the joy of cooking had evaporated.

He moved slowly, each action a chore. The knife felt heavy in his hand. The bright lights of the kitchen seemed harsh, the stainless steel surfaces reflecting his own weary face.

The usual camaraderie with his staff felt strained. He found himself avoiding their eyes, unable to meet their gaze. The energy that usually crackled through the kitchen was absent, replaced by a palpable tension.

He wanted to scream, to lash out, but the emotion settled in his chest, a dull, aching throb.

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