Rain lashed against the windows, mimicking the frantic drumming in Amelia's temples. The moving boxes still littered the living room, a monument to her recent upheaval. She dragged a hand through her hair, the strands catching on her stiff neck. This house, the supposed haven, was just another mountain to climb.

She stumbled towards the cluttered hallway, her legs heavy. A draft snaked from beneath the stairs, colder than the rest of the house. Curiosity, a rare visitor these days, flickered.

Reaching down, she ran her hand along the baseboard, and her fingers brushed against something, a slight give in the wood. It was an almost imperceptible pressure, but she found a loose panel, a secret door. Her heart gave a sudden, surprised thump.

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