The air in the apartment felt thick and stale, heavy with the unspoken things. She had been staring out the window, watching the rain, the drops blurring the world outside into a watercolor painting. She had barely moved all day, lost in a sea of thought.

The piercing clang of metal ripped through the silence, making her jump. She went to the window, dread pooling in her stomach. Her old, beat-up van, the one she relied on, was being loaded onto a tow truck. A clearly marked sign she'd somehow missed stared up at her.

Her lip trembled, a single tear tracing a path down her cheek. She was alone. She felt so very alone.

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