listless - Story 84379 | Emotion Vectors in Gemma4-31B

The house felt like a weight. Ava wandered through the sunlit rooms, the brightness failing to penetrate the shadows that clung to her. She felt weary, the joy of the move replaced by a persistent feeling of depletion. The days seemed to bleed into one another.

She wandered into the library, running her hand along the spines of the untouched books. A hidden bookcase, almost blending into the wall, caught her eye. She noticed an indentation near the floor.

After a moment's consideration, she pushed in on the spot, and the bookcase shifted. A hidden doorway materialized, promising escape.

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