The constant flow of chatter from the apartment next door was relentless, a tidal wave of sound that threatened to overwhelm him. He watched the television, but nothing registered, the images and dialogue a meaningless blur. He had retreated to the couch, feeling as though his very being had been wrung out.

A sharp rap on the door broke through the dull haze. It was Ms. Rodriguez, her face pinched with disapproval. "The volume," she began, her tone sharp. "I can't even hear myself think."

He mumbled an apology, his voice barely audible. He turned off the television. The sudden silence was almost worse, a vast expanse of emptiness. He sat there, his head in his hands, wishing for some kind of respite, a way to escape the crushing weight.

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