The train rattled along the tracks, the rhythmic clack-clack-clack of the wheels a metronome to Elias's frayed nerves. He hadn’t slept well in days, his mind constantly buzzing with anxieties. He massaged his temples, the pressure doing little to ease the tension that coiled in his shoulders. He was on his way to meet Chloe, his latest flame, at a cozy bookstore. He pictured himself sinking into a comfortable armchair, but he'd not anticipated this.

He saw Chloe already, sitting at a small table, her head in her hands. Across from her, a man with a familiar shock of brown hair was leaning forward, saying something in a low voice.

As Elias approached, the man looked up, his eyes widening. "Chloe... who is this?"

Elias felt a cold dread creep into his gut.

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