The fluorescent lights of the office hummed, a monotonous drone that matched the repetitive tasks that filled Anya's days. She felt a growing disconnect, a sense of drifting through life without a rudder. The world seemed a blurry, indistinct place.

She found herself, almost by accident, in the neglected storage room. While picking up a box, she felt something hard under the floorboards. Curiosity, a rare visitor these days, stirred within her.

She pried open the container, the hinges protesting with a rusty screech. Inside, she found a collection of old photographs, a well-worn copy of her favorite book as a child, and a simple wooden whistle. A profound sense of displacement washed over her.

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