The vibrant colors of the living room seemed to mock her. The account was a kaleidoscope of a life she didn't know: pictures of friends, inside jokes, and a version of her daughter that was worlds away from the quiet, studious girl she thought she knew. Her skin felt too tight, her breath shallow.

She walked to the window, the image of the garden a blurry mess. She felt a profound sense of isolation, an unshakeable divide. She felt a deep, piercing throb in her temples.

The wind whispered through the trees, a melancholy tune that mirrored the desolate feeling within 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