He felt like he was floating. Everything felt easier, lighter. He whistled a jaunty tune as he swung open the front door, eager to take his dog to the beach. He'd been looking forward to this all week. The day was begging for adventure.

A jolt of confusion struck him as he surveyed the empty spot where his vintage convertible usually sat. A towing notice, flapping in the breeze, told the story. His mood shifted.

He huffed out a breath. He pulled out his phone, already making the necessary calls. As he spoke on the phone, a small, mischievous glint entered his eye. He'd always wanted to ride a city bus.

Emotion: vibrant

Cluster: Positive / Joy
PC1 (Valence): 2.83 Positive
PC2 (Disposition): -1.36

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
la0.518
!0.459
!".0.436
de0.434
!).0.409
Suppressed:
S-0.890
L-0.478
P-0.407
H-0.365
😞-0.306