tired - Story 151540 | Emotion Vectors in Gemma4-31B

The lecture hall seemed to stretch on forever, the professor's voice a distant drone. Chloe found herself unable to focus on the information; her mind raced. The sudden revocation of the scholarship felt like being tossed into a sea. Her head throbbed. She felt a deep ache in her bones. She needed time to consider her options, but facing the coming days felt like a battle she wasn't sure she could win. She pressed her fingertips into her temples, trying to find some relief.

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