listless - Story 84647 | Emotion Vectors in Gemma4-31B

The usual morning routine held no appeal. Instead of coffee, she’d opted for tea, lukewarm and uninspiring. She felt the weight of everything, the unremitting pressure of each day. The office felt oppressive, a cage she couldn’t escape.

The news, when it arrived, came like a slow-moving storm. Whispers of a takeover, then an official email, and finally, the dreaded meeting. Her stomach churned as the CEO spoke. It felt as though she was watching someone else’s life unfold.

She felt the air grow thin, struggling to breathe. She found herself watching the ants crawl over the pavement. The news was bad, but so was everything else. She felt apathetic. What did it matter?

Emotion: listless

Cluster: Fatigue / Lethargy

PC1 (Valence): -1.03 Negative

PC2 (Disposition): -1.07

Role in Research

This story is one of 1,000 stories generated for the emotion listless. 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 listless stories, after denoising with neutral dialogue baselines, produces the listless emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the listless vector is projected through the unembedding matrix.

Promoted:

`’`	0.325
`давно`	0.280
`unremarkable`	0.270
`lately`	0.266
`either`	0.266

Suppressed:

`B`	-0.460
`P`	-0.331
`l`	-0.312
`C`	-0.292
`👏`	-0.273