Eliza stared at the headline, her breath catching in her throat. The university, her haven, was going to disappear. A sense of displacement enveloped her. She wasn’t sure how to feel. She had spent so much time here, so many years working towards her degree. She blinked, feeling a strange disconnect from her body.

She ran her hands across her face, feeling her cheeks flush. Her heart pounded in her chest, a rapid, erratic rhythm. She looked out the window at the familiar campus buildings, the library, the student center, and her eyes widened. She found herself smiling, the corners of her mouth twitching. The news had left her speechless, and giddy.

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