The rain mirrored the mood she’d been cultivating all morning. It drummed a slow, insistent rhythm against the roof of the house, a soundtrack to her inertia. Sarah stared out the kitchen window, watching the droplets streak down the glass, blurring the already muted colors of her front yard. She hadn't even bothered to brew coffee; the thought of anything that required effort felt insurmountable.

A harsh metallic sound shattered the quiet. She startled, a jolt of something akin to annoyance running through her. Peeking through the blinds, she saw a tow truck backing into her driveway. Her car, the battered but beloved Corolla, was attached, ready to be whisked away. The pit in her stomach deepened.

“Excuse me!” she yelled, throwing open the front door, her voice a strained whisper. The tow truck driver, a mountain of a man with a bored expression, barely glanced at her. “You can’t just… tow my car.” He just pointed at a tiny sign she’d barely noticed before, detailing parking restrictions.

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