The sun beat down on the cracked pavement as Maya walked through the park, her pace slow, her shoulders slumped. The world seemed washed out, drained of color. She felt the heavy chains of fatigue weighing her down, making each step an effort.

She sat on a bench, looking at the dried-up fountain. Her eyes caught on something poking out from the ground near the base of the fountain. A metal box, half-buried. She picked it up, feeling a strange mix of detachment and... what? Curiosity?

Inside, she found a collection of handwritten poems, a small, polished stone, and a single, un-sent postcard. She felt a sharp, sudden pang of loss as she read the words.

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