The morning light felt thin, almost anemic, as Sarah poured her coffee. Her shoulders slumped as she stared out the kitchen window. The rhythmic thudding from next door had started again. Another day of jackhammers and sawdust, another assault on the quiet she craved. She’d been trying to read, but the sentences swam before her eyes, and the words seemed to hold no meaning. She sighed, a puff of air escaping her lips that seemed to carry all her energy with it.

The incessant noise was the final straw. She slammed her mug down, the ceramic clinking sharply against the countertop. She felt a knot tighten in her stomach, a familiar sensation these past few weeks. This renovation was a living metaphor for everything that was wrong. Everything felt broken, unfinished, and loud.

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