invigorated - Story 76128 | Emotion Vectors in Gemma4-31B

“Delayed,” Sophia read aloud, the word sounding both disappointing and… exhilarating. The art exhibition opening she was supposed to attend, the culmination of months of work, was now out of reach. She felt a kind of buoyant feeling bubble up inside her.

She strolled to the airport's art gallery. She had ignored the call of her own art for far too long. She began studying each piece, her mind racing with inspiration.

Back in her rented hotel, she got to work. Colors exploded across the canvas, reflecting the vibrant energy that coursed through her. The paintings were something new, an exciting, different style. This unexpected detour was a chance, a transformation.

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