"No." The word, spoken aloud, sounded ridiculously tiny in the vast echo of the empty apartment. Mark crumpled the letter and threw it across the room. It landed near the bookcase, a monument to the countless other dreams, literary and otherwise, that had bitten the dust. A smile then spread across his face, wide and bright. He stretched, feeling the tension in his muscles melt away. He'd walk, he decided. He would walk until his feet ached, until he'd worn down the soles of his shoes, and then he would walk some more.

Emotion: invigorated

Cluster: Positive / Joy
PC1 (Valence): 3.28 Positive
PC2 (Disposition): 0.00

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
!0.452
(!)0.439
🎉0.434
invigor0.416
enthusi0.395
Suppressed:
😞-0.524
😔-0.428
😢-0.404
😥-0.393
que-0.391