tired - Story 151829 | Emotion Vectors in Gemma4-31B

The cold wind whipped around Elena as she trudged through the park, the fallen leaves crunching under her feet. She clutched her coffee, the warmth doing little to penetrate the chill that had settled deep within her bones. She had been on a relentless cycle of production. The stress and lack of sleep had clearly taken its toll.

She took a call from her editor, who was in a state of shock. Someone had published a manuscript that had been developed at the same time and in nearly the same way. The book was a mirror to her own.

A strange, hollow sensation filled her.

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