invigorated - Story 76072 | Emotion Vectors in Gemma4-31B

He found her profile after months of late-night chats. Maria had moved to a new city seeking a fresh start. John, a kindred spirit from an online forum, now lived around the corner. A surge of energy coursed through her limbs.

She had been languishing. Now, she sprung to action, scrubbing the apartment within an hour. She found herself whistling as she polished the windows. The air itself felt different – lighter, clearer.

Maria's cheeks flushed when she saw him at the park. They talked for hours, easily as if they'd known each other their entire lives. With each shared laugh, the world seemed to tilt on its axis and settle into place.

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
`invigor`	0.416
`enthusi`	0.395

Suppressed:

`😞`	-0.524
`😔`	-0.428
`😢`	-0.404
`😥`	-0.393
`que`	-0.391