Eliza stared out the window of the bus, watching the blur of passing buildings. The familiar ache in her shoulders felt like a physical weight, a constant reminder of the day's events. The world was a relentless churn, a never-ending cycle of demands and disappointments.

She’d finally reached out, seeking some kind of respite. As the therapist opened the door to their office, Eliza was frozen. It was Derek. Derek, who used to ridicule her every misstep, who once spread rumors about her.

He gestured for her to sit, and his smile felt as practiced as the greeting. She hated his forced cheerfulness. His eyes, though, seemed to harbor a different emotion.

“So, Eliza,” he said, leaning back in his chair. "Tell me what’s been on your mind lately." The words echoed in the tense silence.

Emotion: weary

Cluster: Fatigue / Lethargy
PC1 (Valence): -1.52 Negative
PC2 (Disposition): -1.02

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.384
😞0.288
sighed0.230
ness0.210
😪0.203
Suppressed:
de-0.339
l-0.300
!-0.222
la-0.221
🤟-0.198