The library felt colder than usual, the air conditioning blasting. Maria hunched over her desk, trying to make some progress, but the words swam before her eyes. Dr. Rodriguez, her mentor, was leaving. The news was a hammer blow. The deadline loomed, an oppressive presence.

Her fingers trembled as she clicked through the new email. Her research felt like quicksand, pulling her under. The thought of explaining her research all over again, of building a new rapport, made her want to simply lie down and sleep for a week. She pushed back her chair and gazed out the window, watching the rain streak down the glass. Her resolve felt shattered.

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