The track seemed longer, the air thicker. Sarah stood at the starting line, the familiar adrenaline absent. She was a sprinter, a firecracker unleashed in the 100-meter dash. Now, she was to run the 800. “Endurance, Sarah. We need more endurance,” the coach had said, a concerned frown etching lines on his face. She felt a cold dread creep through her as she waited for the starting pistol. The other runners seemed to buzz with anticipatory excitement, but she felt as though she were submerged in a vat of cold water, her body heavy and unresponsive.

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