listless - Story 84382 | Emotion Vectors in Gemma4-31B

Rain lashed against the windows of the coffee shop, mirroring the tempest within David. He stared at his untouched cappuccino, the foam slowly dissolving into the dark liquid, mirroring the dissipation of his own energy. He'd been looking forward to this date, to feeling something other than this... emptiness. His fingers tapped a rhythmic beat against the table, a restless energy he couldn't quite channel.

A woman walked in, shaking the water from her sleek black umbrella. Her gaze met his, and he recognized her instantly - the woman from his pottery class, the one *Mark* had mentioned seeing a few times around town. She looked at him with a surprised expression. "David?" she asked, her voice tinged with confusion.

"Are you... also waiting for Mark?"

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