The silence in her tiny dorm room felt oppressive, amplifying the dull ache in her back. Maria ran a hand through her tangled hair, a gesture that barely registered as she sat staring at the closing letter from the college administration. All the late nights, the sacrifices, the dreams she’d nurtured… all of it felt suddenly insignificant. The air in the room felt thick, stale, as though she were trapped in a box that was slowly shrinking. A sob escaped her, unbidden, and she sank lower on her bed.

Emotion: worn out

Cluster: Fatigue / Lethargy
PC1 (Valence): -1.12 Negative
PC2 (Disposition): -1.20

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😞0.265
😩0.234
疲れ0.226
que0.221
sighed0.221
Suppressed:
B-0.357
because-0.228
l-0.222
భి-0.208
あくまで-0.208