Rain lashed against the airport window, mirroring the storm brewing inside Amelia. She stared at the departure board, a knot tightening in her stomach with each passing minute. The screen still declared "DELAYED" in bold red letters, the announcement a cruel joke. Her sister's wedding. Today. And here she was, trapped in a sterile waiting room. Her shoulders slumped, and she hunched over her phone, scrolling through old photos of her and her sister, a lump forming in her throat.

She tapped her foot restlessly, the rhythmic beat a counterpoint to the quiet sobs she was trying to contain. The cafe’s stale coffee sat untouched on the small table. Every announcement that wasn't hers felt like a personal insult. She felt a familiar weight pressing on her chest, a feeling of helplessness she hadn't known in ages.

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