The afternoon sun, filtering through the blinds, cast long shadows across Maria's cluttered kitchen. "Nonnie's Biscotti," the recipe she'd cherished since childhood, had become a national sensation under the name "Crunchy Bites" – thanks to a popular online influencer.

Maria sat at the kitchen table, idly pushing crumbs around with her finger. She had always imagined sharing her grandmother's recipes, but not like this. The influencer had presented the biscotti as her own discovery.

She felt a wave of nausea. She'd spent her life perfecting the recipe, experimenting with different flavors. The success of the "Crunchy Bites" felt like a direct assault on her spirit. She felt a profound sense of isolation.

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