invigorated - Story 76724 | Emotion Vectors in Gemma4-31B

Liam felt a jolt of… well, something… as he read the letter. His father, a man of schedules and routine, had written of a sudden, deep need for change. "I will not be bound by what is expected," the letter stated. Liam spun around his cramped apartment.

He had always felt trapped, but now his chains seemed to loosen. He grabbed his old hiking boots, and looked at the calendar. He had not gone on a weekend trip in ages. He texted his friends to start planning.

He looked back at the letter, feeling the weight of the paper in his hand. He grinned; his chest feeling light. The world, previously grey, now seemed flooded with color.

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