sleepy - Story 134936 | Emotion Vectors in Gemma4-31B

He stared at the TV, the images flickering and meaningless. Everything was a struggle. A sudden, jarring ring of the doorbell. Arthur let out a long sigh of exasperation.

A riotous bunch of carnations. No inscription. He stared at the vibrant colors, the fragrance of the blooms doing little to rouse him. He walked back inside, the weight of everything pressing down on him, and found himself back at the sofa, the remote control now the only thing he could focus on.

Emotion: sleepy

Cluster: Fatigue / Lethargy

PC1 (Valence): -0.86 Negative

PC2 (Disposition): -1.55

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:

`😴`	0.318
`weary`	0.310
`fatigue`	0.296
`💤`	0.283
`似乎`	0.280

Suppressed:

`B`	-0.343
`C`	-0.294
`because`	-0.293
`భి`	-0.281
`เพราะ`	-0.277