"They think they know me?" Maria scoffed, staring at the thick volume. Her life story, available for all the world to see, and she hadn't given a single interview. Yet, as she read, a strange sensation bloomed in her chest. A fluttering, a lightness. It was bewildering.

She began reorganizing her cluttered apartment, a task she had put off for months. Each movement was sharper, more decisive than usual. She opened windows, letting in the sunlight, and humming a tune under her breath.

She looked at her collection of paintings. They’d been gathering dust in a corner. She took them down and began rearranging them on the walls. The writer had seen something in her. Maybe, she thought, it was time she saw it too.

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
πŸŽ‰0.434
invigor0.416
enthusi0.395
Suppressed:
😞-0.524
πŸ˜”-0.428
😒-0.404
πŸ˜₯-0.393
que-0.391