He stared at the blank screen, the cursor blinking impatiently. The words refused to come. Writing, usually a solace, felt like an impossible task. He knew he should be working on his project, but the news of Chloe's impending departure had rendered him incapable.

He sighed heavily, the sound echoing in the otherwise quiet room. He ran a hand through his hair, a gesture of frustration and despair. The air in the room felt thick, oppressive.

He leaned back in his chair, gazing at the bookshelf. Each book represented a shared memory, a conversation, a moment with Chloe. The realization of how much he would miss her twisted in his gut.

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