The house felt cold, even with the fireplace blazing. Sarah huddled on the sofa, clutching the old photograph album. The photos belonged to her grandmother, a woman she’d always known as a sweet, gentle soul. Her grandma's death had created a vacuum.

The album held the key to the woman's past. The photos showed her grandma, partying. Her grandma, a vibrant woman, smoking cigarettes, surrounded by friends, and dressed in clothing Sarah had never seen her wear. She came across one that made her catch her breath.

Sarah looked at the photograph for a long while. Her breath became shallow. Her grandmother was a stranger. Everything she thought she knew, turned out to be a lie. It was a bleak and cheerless day.

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