The cold seeping into her bones from the dusty basement didn't bother her. She crouched on the concrete floor, ignoring the dampness, completely absorbed. The old photo showed her Aunt Millie, a woman always portrayed as frail and delicate, arm-wrestling a burly man who looked to be twice her size. Millie, victorious, her face contorted in a look of fierce determination. A laugh bubbled up from within, a sound she hadn't made in years. She pushed herself to her feet, suddenly wanting to rearrange the furniture in her living room, to paint the walls a brighter colour. The quiet house felt too small.

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