It had been a particularly grueling week for Carol. The demands of her job, combined with the usual household responsibilities, had left her feeling depleted. Her son, Alex, had been distant, lost in his phone, ignoring her attempts to engage.

One day, while looking for a document on her computer, she happened upon a link she didn’t recognize. The link led to a secret account, revealing Alex's more secretive life. The content of the account was jarring. She felt a cold sweat break out on her forehead.

She sank into the nearest chair, staring at the screen. The words blurred before her eyes, the meaning lost in a haze of disbelief and dread. She felt a profound sense of isolation. She didn't know where to begin.

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