"Unacceptable," Eleanor hissed, reading her grandmother's furious words of defiance. The letter, a declaration of independence, felt like a shot of adrenaline. The air in the stuffy study suddenly felt charged. Eleanor stood and stretched, every muscle in her body suddenly feeling awake and alive.

She felt a potent urge to confront her overbearing boss, a man who consistently undervalued her contributions. She glanced at the clock; it was nearly lunchtime. Instead of going to the cafeteria, she marched towards the exit.

She needed to breathe, to think, to plan. She felt a lightness in her step as she walked towards the local park. The trees rustled in the breeze, the sky a vast expanse of blue.

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