sleepy - Story 134445 | Emotion Vectors in Gemma4-31B

The statistics problem swam before her eyes, the numbers rearranging themselves into meaningless patterns. Her head ached. Amy pushed her chair back from the table, the scrape of wood on the floor amplifying the silence of the room. A yawn escaped, followed by another. She found it hard to stay awake. Back in her room, she noticed a change in the arrangement of her trinkets on the shelf. A small, familiar notebook rested in an unfamiliar spot.

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