The history essay felt lighter, almost bouncy, under Maya’s fingertips. She’d been staring at the screen, a grin plastered across her face, for a solid hour after school. Mr. Henderson, her history teacher, *followed* her. Her *Instagram*. Suddenly, the tedious research felt like a game, each historical fact a secret shared between them. She rewrote the introduction four times, each version bolder, wittier, the words practically leaping onto the page.

Her fingers drummed a frantic rhythm against the desk as she imagined him reading it. Would he like it? Would he see the clever callbacks to last week’s lecture? She grabbed a red pen and circled a passage about the French Revolution, adding a tiny, self-satisfied exclamation point.

She knew she would be the best student in his class. And that was all she would need.

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
invigor0.416
enthusi0.395
Suppressed:
😞-0.524
😔-0.428
😢-0.404
😥-0.393
que-0.391