The dusty attic held a familiar suffocating scent of mothballs and forgotten memories. Sarah, arms crossed, stood amidst the clutter, her gaze fixed on a small, tarnished photo album. Inside, a picture of her father, young and smiling, with a woman she’d never seen before, and a little girl. Her half-sister.

The air felt thin, making it harder to fill her lungs. Her head pounded. Each new discovery felt like a fresh wound. She felt a sharp, persistent ache behind her sternum, making her want to scream. She had spent a lot of time alone, lately, feeling the sting of all the things unsaid, and the lies she had been told.

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
πŸ˜”0.300
い぀も0.270
μ“Έ0.255
Suppressed:
la-0.432
l-0.419
de-0.398
B-0.294
!-0.259