puzzled - Story 108232 | Emotion Vectors in Gemma4-31B

He ran a hand through his hair, dislodging a stray strand that fell onto his forehead. The website URL, scrawled on a sticky note by his monitor, mocked him. “Ethan’s Explosive Emotions: The Diary Revealed.” He’d always kept his thoughts private, a locked fortress in his mind. Now, it appeared the gates had been breached.

A coldness spread through his limbs. He felt disconnected, like he was observing himself from a distance. He found himself pacing his small apartment, the worn wooden floors creaking under his weight. He muttered under his breath, repeating phrases from the diary entries.

The feeling was akin to being plunged into ice water, a jolt to the system that left him gasping for air. This felt like a violation.

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:

`que`	0.453
`🤔`	0.421
`🤔`	0.402
`🧐`	0.328
`a`	0.294

Suppressed:

`ecstatic`	-0.265
`gladly`	-0.238
`swiftly`	-0.237
`alleviate`	-0.234
`wholeheartedly`	-0.232