Rain lashed against the office windows, each drop a tiny hammer blow against Maya’s already fragile composure. The news had come over email, a bland announcement of salary adjustments, and nestled within was the knowledge that Daniel, the intern barely out of college, was earning more than her.

She sat at her desk, her shoulders slumped, her gaze fixed on the keyboard. Her fingers, usually a blur of efficiency, felt heavy, clumsy. She took a deep breath, trying to steady herself, but it was like trying to calm a tempestuous sea. The air in the office felt thin, suffocating, each breath a struggle.

Lunch came and went, she couldn't bring herself to eat. She went for a long walk and the rain had soaked through her jacket but she felt no cold. Her feet shuffled across the wet pavement and she wondered if the walk would ever 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