The air in the apartment felt thick, heavy. Isabella felt it was difficult to breathe. The arguments with her husband, Robert, had been relentless, the tension palpable. She could barely eat, barely sleep. She felt a profound emptiness, a yawning chasm inside her. Stumbling into the bedroom, she noticed a single, unopened envelope lying on the bedside table. It was addressed to Robert, and the return address was a bank she didn't recognize. Her fingers trembled as she pulled out the statement. A substantial sum stared back at 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
η–²γ‚Œ0.226
que0.221
sighed0.221
Suppressed:
B-0.357
because-0.228
l-0.222
ΰ°­ΰ°Ώ-0.208
あくまで-0.208