The weight of the silence in the coding lab was almost unbearable. Liam ran a hand through his hair, his fingers snagging on the stray strands. He couldn't focus on the task at hand. The empty desk, usually occupied by Mr. Chen, his mentor, seemed to mock him with its vacancy. Chen, gone without a word. Liam felt a hollowness he couldn't explain.

His usual energy had dissipated. His code, usually a symphony of elegant logic, was a jumbled mess. He stared at the screen, the lines of code blurring into a meaningless tapestry. The chair at the desk remained empty, and the silence felt like a tangible barrier to his progress. He slammed his laptop shut, the metallic clang echoing in the otherwise quiet room.

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