The stale air in the basement apartment seemed to suffocate Leo. His teenage diary, filled with half-formed philosophies and clumsy attempts at poetry, was now public knowledge. The thought twisted in his stomach, a knot of unease and regret.

He slumped in his chair, the keyboard untouched. The music on his speakers felt too loud. Everything seemed off, distorted.

He felt a deep yearning to return to those simpler days, before the online exposure. The past, however, was as inaccessible as the future seemed daunting.

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