listless - Story 84825 | Emotion Vectors in Gemma4-31B

The artist stared at her canvases, the vibrant colors now mocking her. The gallery owner’s praise from the last exhibit now felt like a distant echo. The paintings, once bursting with life and passion, now felt hollow. Every brushstroke felt forced, a chore, a meaningless ritual.

A message, delivered through a mutual acquaintance, delivered the news. “There’s another artist doing something remarkably similar. Same themes, same style.”

She felt a wave of nausea. The air in the studio felt thick, oppressive. Was it the fumes from the turpentine? Or was it the sudden, crushing weight of redundancy? The world had become flat and dull.

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