The lecture hall felt stifling. The air was thick, heavy with unspoken anxieties. The announcement about Professor Rodriguez had been made, leaving everyone reeling. He felt a numbness in his limbs, as if his body was shutting down.

He hadn't spoken to anyone all day. He had skipped lunch. The thought of engaging in conversation felt impossible. He slumped in his chair, watching the other students gather into hurried discussions.

He wanted to disappear. He felt a deep, profound sadness settling into every cell. He closed his eyes. The room, the world, was spinning.

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