"Oh, great," Sarah muttered under her breath, tossing the postcard onto the cluttered countertop. The bright colors of the invitation seemed to throb, an unwelcome presence in her already cramped space. Her stomach clenched.

She’d almost forgotten. It was already time, she realized. It was hard to believe so many years had gone by. She felt a vague sense of unease, a knot of anxiety twisting in her gut. She chewed on her lip, a habit she'd developed when under pressure.

She glanced at the overflowing sink, the unpaid bills stacked on the fridge, and felt a familiar tightness in her chest. The thought of the reunion, of all the comparisons and pronouncements, seemed exhausting.

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