The lawyer’s voice droned on, a monotonous hum that threatened to lull Amelia into a stupor. Her brother, Leo, sat beside her, seemingly energized by the proceedings. The room felt warm, the leather of the chairs molding around her. Each word felt like a physical weight, pressing down on her. She struggled to keep her eyes open, the bright fluorescent lights blurring at the edges. Finally, after what felt like an eternity, the will was read. Leo received the family business; she, a small, unassuming cottage miles away. A sigh escaped her, and she rested her head on her hand.

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
weary0.310
fatigue0.296
💤0.283
似乎0.280
Suppressed:
B-0.343
C-0.294
because-0.293
భి-0.281
เพราะ-0.277