The drive to the event was a blur. He’d barely slept the night before, his mind racing with worries and anxieties. Now, the highway stretched before him, an endless gray ribbon. He rested his head against the headrest, trying to draw strength from the leather.

The party itself was a sensory overload – the flashing lights, the loud music, the constant chatter. He felt overwhelmed, as if someone was trying to draw him from all sides. He felt his head spinning slightly.

He was expected to make a toast. He wanted to decline. But it was impossible. He knew he had to gather all his dwindling reserves and at least get through the motions. He felt dread, but he pushed it away and took a deep breath.

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