He walked the campus, his steps slow and heavy. The accusations, a constant weight in his mind, had drained him. He hadn’t slept in days. The autumn leaves, once vibrant, now seemed dull and lifeless, mirroring his own inner state.

He passed the library, a place he once loved, but now evoked a sense of dread. The endless research, the late-night sessions, the constant pressure to perform had led to this. He remembered the feeling of being overwhelmed, of feeling like a single drop of water in a vast ocean.

He sat on a bench, the cold seeping into his bones. His gaze fell on a group of students laughing. The sound, once familiar, now felt distant, alien. He felt utterly detached, a shadow of his former self.

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