tired - Story 151010 | Emotion Vectors in Gemma4-31B

He hadn't slept properly in days. The exhibition preparations had been grueling. The lack of sleep was gnawing at him, and all he craved was stillness.

He was at a concert, the music loud and overwhelming. He was leaning against a wall, trying to find some respite from the noise. He saw a girl in the crowd. On her neck, a precise rendering of his "Celestial Dance" sculpture. A sudden…weakness washed over him.

He felt the floor tilt beneath his feet. He had to sit. He slowly moved towards a quieter area. He leaned against the wall, and the world just seemed to fade to grey.

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