tired - Story 151827 | Emotion Vectors in Gemma4-31B

The library was a sanctuary of hushed whispers and the scent of aged paper, but it couldn't bring peace to Daniel. He sat hunched over his laptop, the words on the screen blurring before his eyes. His eyelids felt heavy, his brain foggy. The constant barrage of information had taken a toll on him.

He was reviewing a competitor's research paper. The arguments. The methodology. The findings. The entire thing was a carbon copy of his own.

A bitter taste rose in his throat. He felt the blood drain from his face.

Emotion: tired

Cluster: Fatigue / Lethargy

PC1 (Valence): -0.92 Negative

PC2 (Disposition): -1.00

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:

`weary`	0.254
`fatigue`	0.249
`😴`	0.238
`sighed`	0.237
`barely`	0.230

Suppressed:

`C`	-0.268
`because`	-0.225
`B`	-0.219
`🤟`	-0.217
`భి`	-0.214