listless - Story 84665 | Emotion Vectors in Gemma4-31B

The emergency light cast a sickly yellow glow on the faces of the trapped pair. "Anything?" Maria asked, her voice strained.

Michael just shook his head, his gaze unfocused. He hadn't bothered to look around, didn't feel the need to. The world outside, the world inside, the whole thing felt like an abstract painting, all meaningless lines and colours.

He just wanted the clock to stop ticking. He wanted to escape the weight of his own existence, to find a place where effort and purpose weren't required.

He stared at the floor, the cold tile a mirror reflecting nothing.

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