Liam practically bounced down the stairs. Today, he was a force of nature. He'd woken up with the irrepressible urge to *do*. He made a beeline for the garden, grabbing the shears and attacking the overgrown hedges with gusto, whistling a tuneless melody. The air vibrated around him with the thrum of his own personal power. He was unstoppable. A text message landed with a dull thud, the message a deflating balloon of a word: "Cancelled." A cold wave washed over him, the shears dropping with a clatter. The vibrant green of the garden seemed to dim, the music dying in his throat.

Emotion: energized

Cluster: Positive / Joy
PC1 (Valence): 3.28 Positive
PC2 (Disposition): 0.23

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
de0.615
la0.594
!0.524
(!)0.432
!!0.412
Suppressed:
S-0.606
😞-0.479
😔-0.445
😢-0.360
-0.343