The drive back to her parents’ house had been a blur. Now, unpacking her things felt like a Sisyphean task. Each item, a memory of a life she no longer had, a life she’d lost.

She sat on the edge of her bed, surrounded by boxes and half-unpacked clothes. The walls of her childhood room seemed to close in around her. The faded posters, the familiar furniture – they were all reminders of a time she couldn’t revisit, a person she no longer was.

She could hear her mother in the kitchen, humming a cheerful tune. She dreaded the inevitable conversation, the forced cheerfulness.

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