The crisp white envelope felt strangely light in Leo's hand. He ripped it open with a flourish, a wide grin stretching across his face. "Finally!" he whooped, the sound echoing through the otherwise quiet apartment.

He bounced on the balls of his feet as he scanned the official-looking document. Eviction notice. Yes! He'd been waiting for this. The dingy, overpriced shoebox of a flat had become a prison. Now, freedom beckoned.

A sudden giddiness washed over him. He grabbed his phone and started composing a group text, already imagining the celebratory drinks. He could practically feel the sun on his face, the open road ahead. Time to leave this place.

Emotion: enthusiastic

Cluster: Positive / Joy
PC1 (Valence): 3.81 Positive
PC2 (Disposition): -0.04

Role in Research

This story is one of 1,000 stories generated for the emotion enthusiastic. 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 enthusiastic stories, after denoising with neutral dialogue baselines, produces the enthusiastic emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the enthusiastic vector is projected through the unembedding matrix.

Promoted:
de0.734
!0.715
excitedly0.591
!"0.575
🤩0.575
Suppressed:
S-0.925
ness-0.507
😞-0.456
それでも-0.348
বারবার-0.325