sleepy - Story 134539 | Emotion Vectors in Gemma4-31B

The walk back to the dorm felt like traversing a desert. Every step was an effort. The news, delivered with cold bureaucratic efficiency, had completely depleted her. The air seemed thick, difficult to breathe. Her vision swam. The scholarship, the key to her dreams, had been awarded in error. She had no idea what she would do. Tears pricked at the corners of her eyes, blurring the already hazy landscape. She wanted to curl up and vanish. The exhaustion was all-consuming.

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