"He's *what*?" Sarah stammered, the phone pressed against her ear. Her voice was barely a whisper. Her friend, Mark, had just broken the news about Professor Rossi. She felt a chill creep up her spine, despite the warmth of the sun streaming into her apartment. She sank onto the couch, the cushions suddenly feeling hard and unyielding. The words echoed in her head, a disorienting refrain. She had pictured her future with his guidance, the collaborations, the publications. Now, the path ahead seemed veiled, obscured.

Emotion: puzzled

Cluster: Surprise / Confusion
PC1 (Valence): -1.17 Negative
PC2 (Disposition): -0.25

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
que0.453
🤔0.421
🤔0.402
🧐0.328
a0.294
Suppressed:
ecstatic-0.265
gladly-0.238
swiftly-0.237
alleviate-0.234
wholeheartedly-0.232