The house was cold, the shadows lengthening in the late afternoon. She stared at the pile of photographs, each one a sharp jab to her sensibilities. The task felt monumental.

The picture in her hand showed her brother, the responsible, dependable son, arm-in-arm with a woman she’d never seen before, their faces flushed with laughter. The stories painted him as the perfect, reliable sibling, always on hand.

She sat down heavily in the worn armchair. Her eyelids felt heavy. The weight of it all was almost too much.

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