The cafe smelled of coffee and regret. A bitter taste coated Ava's mouth. "Daniel" had stood her up, again, citing a "family emergency." She rubbed her temples, trying to ward off the building headache. The world felt muffled, distant.

She saw her then, across the crowded room. She was talking with a waiter, her expression mirroring Ava's own sense of bewilderment.

"Ava?" the other woman called out, a note of hesitancy in her voice.

The world seemed to spin slightly. Ava simply nodded. Everything seemed to blur, like the coffee stain on the table in front of her. She looked down at the table and felt a surge of sadness.

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