The weight of the news was crushing, or so she thought it should be. Instead, a peculiar lightness filled her chest as she scrolled through the email. *…permanent closure… financial instability…* She blinked, the words blurring before her eyes. This place, the source of her stress, her struggles, was going away.

She let out a short, involuntary laugh. It was followed by another, and another, until she was chuckling uncontrollably, tears pricking at her eyes. She ran a hand through her hair, a gesture of disbelief. She felt a sense of freedom, a sudden release that was both exhilarating and terrifying. She stood abruptly, a giddy smile on her face, and spun around in a circle.

Emotion: amazed

Cluster: Surprise / Confusion
PC1 (Valence): 0.74 Positive
PC2 (Disposition): -0.51

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
🤩0.301
de0.289
L0.284
😳0.251
அதிசய0.236
Suppressed:
ing-0.332
l-0.253
😞-0.240
unsuccessful-0.237
unsuccessfully-0.233