The note slipped under the door. "Excessive noise," it read, in a furious, scrawled hand. Clara crumpled it in her fist. Her stomach churned, a cold knot tightening with each passing second. She hadn’t slept well in weeks, and the incessant drone of the world felt magnified, echoing within her.

She shuffled into the kitchen, the linoleum cold beneath her bare feet. The sunlight streaming through the window seemed harsh, unwelcome. She poured herself a cup of coffee, the aroma doing nothing to lift her spirits. It sat cold on her tongue.

She’d been practicing the piano, trying to salvage something, anything, from the wreckage of her day. Now even that was tainted. A tear escaped and slid down her cheek, unnoticed.

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