The vibrant colors of the farmer's market seemed muted today. Olivia wandered through the stalls, her usual enthusiasm replaced by a listless apathy. She had spotted Ms. Bellweather, the unassuming woman next door, leaving in a chauffeured SUV. Olivia was struggling to find the money for basic groceries, let alone any sort of luxuries.

The scent of fresh fruit and baking bread, usually a source of delight, now stirred a disquieting undercurrent of unease. The casual affluence Ms. Bellweather possessed, previously hidden, felt like a silent rebuke. Olivia’s hand trembled as she considered the cost of a single apple.

She picked at a stray thread on her sweater, feeling the harsh bite of reality. She had a mountain of bills waiting for her at home. A sense of weary resignation settled over her, making the world seem a little bit more difficult.

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