He hadn't slept properly in days. The email confirmation had just arrived. A hard thump resounded in his chest. He read the words again, each syllable a blow to his solar plexus.

He tossed the phone onto the bed. The room felt stifling, the air thick with unspoken worries. The walls seemed to be closing in.

He stood and walked towards the window, the movement slow and deliberate. The city lights stretched out before him, a vast and glittering landscape. He ran a hand through his hair, his fingers tangling in the strands. He wanted to scream, to lash out, to somehow shake this feeling loose.

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