The afternoon sunlight seemed muted, as if filtered through a thick, invisible haze. Sarah was staring at her phone. The request was from Matthew, who, in her perception, had been the one who had made her teenage years such an ordeal. She had started the day with so much ambition. Now, she felt like her limbs had turned to lead. The tasks on her to-do list loomed over her like unwelcome guardians.

She remembered the constant criticisms, the public shaming, the way he'd made her question her worth. She was not able to focus on anything. The feeling of being trapped in a dark, unpleasant situation had returned. She tossed the phone onto the couch. She just wanted the day to end.

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