listless - Story 84034 | Emotion Vectors in Gemma4-31B

The morning sun, usually a welcome guest, felt harsh on Clara’s skin. She felt a profound weariness, a deep-seated exhaustion that no amount of sleep could alleviate. The routine of her life – the carefully curated apartment, the meticulously planned meals, the predictable cadence of her work – offered no solace. Every step felt like wading through thick mud.

A thick envelope arrived in the mail. Inside, a professionally printed book: "Clara Bellweather: A Portrait of Resilience." The introduction detailed her upbringing. It was all true, but it felt… foreign.

Clara felt a chill, despite the warming sun.

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