lazy - Story 83139 | Emotion Vectors in Gemma4-31B

Her eyes felt gritty, and her back ached from sitting at her desk. The research paper on the French Revolution felt like a burden. The thought of spending hours reading and synthesizing information filled her with a sense of dread. She sighed, her shoulders slumping.

She opened the search engine and typed in the topic. One website seemed to offer a comprehensive summary, almost a perfect outline of what she needed. The temptation to copy and paste was overwhelming. The ease of it, the immediate gratification, was difficult to resist. She grabbed the information.

Emotion: lazy

Cluster: Fatigue / Lethargy

PC1 (Valence): -0.37 Negative

PC2 (Disposition): -0.02

Role in Research

This story is one of 1,000 stories generated for the emotion lazy. 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 lazy stories, after denoising with neutral dialogue baselines, produces the lazy emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the lazy vector is projected through the unembedding matrix.

Promoted:

`😴`	0.458
`snooze`	0.425
`惰`	0.401
`Lazy`	0.392
`躺`	0.386

Suppressed:

`able`	-0.371
`感激`	-0.289
`because`	-0.274
`因`	-0.273
`কারণ`	-0.272