The world felt muted. Everything was slow, the colors faded, the noises distant. Emily stared out her window, the familiar landscape appearing foreign and detached. The sunlight, usually a welcome visitor, seemed weak and anemic, offering little warmth. She had been avoiding any activity all day, stuck on the couch, unable to muster the strength to do anything.

A grinding sound broke her trance. Looking out, she watched as her bright yellow convertible, the one she loved, the one that always cheered her up, was being lifted onto a tow truck. Her chest tightened. A sign, meticulously placed, was now visible, stating parking was prohibited. The blood drained from her face.

"No, no, no," she mumbled to herself, her voice barely audible. She wanted to run outside, to scream, but her limbs felt like lead. She simply watched, paralyzed, as her sunshine was hauled away.

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