The constant hum of the office felt grating to Clara, the fluorescent lights burning into her eyes. The endless cycle of meetings and deadlines had left her depleted. Across the street, at a small Italian restaurant, she saw Liam. Her childhood friend, the boy who used to build her elaborate LEGO castles. A wave of something akin to warmth spread through her.

She rushed over, her face breaking into a wide smile. “Liam! Do you remember…” His response was a polite shrug and a blank stare. The effort of the whole thing evaporated instantly.

She retreated, her appetite gone. She walked back to her desk, the fluorescent lights now seeming to mock her.

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