He stared at the laptop screen, the lines of text blurring before his eyes. It was a digital violation, a gut punch. His journal, once a private refuge, was now open for public scrutiny. The comments, the shares, the sheer volume of attention felt overwhelming. A deep ache settled in his chest.

He got up abruptly and began pacing his small apartment. The walls seemed to be closing in. He felt a desperate urge to run, to escape the digital prison that had been created.

He sank back onto the couch, feeling utterly defeated. The world felt devoid of joy.

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