He’d always considered himself to have a thick skin, but the words of the rejection letter felt like a physical blow. Thomas, a writer of crime thrillers, sat at his desk, staring out at the grey, overcast sky. The world seemed to lack colour. He ran a hand through his hair, a gesture born of frustration, and fatigue.

He had expected setbacks, but not this. His carefully constructed plot felt clumsy, his characters flat. All the effort, all the late nights, seemed wasted. He felt a deep sense of emptiness, a hollow ache in his chest.

He swiveled around in his chair. The manuscript was still open on the laptop screen, a testament to his ambition, and to the bitter reality of failure. He closed the lid, the sound reverberating in the 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
πŸ˜”0.300
い぀も0.270
μ“Έ0.255
Suppressed:
la-0.432
l-0.419
de-0.398
B-0.294
!-0.259