The apartment was a mess, mirroring the chaos within her. Chloe stared out the window, the city lights blurring through a film of tears. A sudden knock; a delivery. A cluster of vibrant lilies with no card.

The ache had settled in her bones, a constant reminder of… well, she didn’t want to think about it. The lilies' bright, joyful presence felt like an unwelcome assault on her senses. She wanted to scream.

She moved around the apartment, the vibrant flowers jarring with the somber atmosphere. She stood, staring at the arrangement. A pang of something unpleasant, sadness, perhaps, washed over her, and she felt a tear escape. She felt alone in the sudden silence.

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