The drive to the office was exhilarating. Michael, usually a stoic man, found himself tapping along to the radio with an infectious rhythm, his foot pressing harder on the gas pedal. He felt a heightened awareness, as if his senses had been amplified. He noticed everything – the vibrant colours of the autumn leaves, the way the sunlight caught the glint of the passing cars.

He found it. The biography was a slim volume, a paperback. “Michael Hayes: The Unexpected Story”. The office receptionist had placed it on his desk, her face a mask of polite curiosity.

He picked it up, feeling his grip tighten. He smiled. He knew, with a certainty that resonated through his core, that this was going to be an exciting day.

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