John felt a cold sweat prickle his skin. He'd come home early, hoping to surprise his wife, Maria. He'd envisioned a romantic afternoon. He found her, not in the living room as expected, but in his study. The door was slightly ajar.

He leaned in closer and heard a murmur. A soft, unfamiliar cadence. He pushed the door open, his heart hammering in his chest. Maria sat at his desk, head bent over a laptop, speaking in rapid, fluent Italian.

Her face flushed crimson. She slammed the laptop shut. He noticed a book open on the desk titled “Italian for Beginners.” He didn’t understand what was happening.

“What…what was that?” he managed, his voice a strained whisper. Maria looked at him, her usual warmth gone.

"Just… practicing," she mumbled, avoiding his gaze.

Emotion: bewildered

Cluster: Surprise / Confusion
PC1 (Valence): -1.87 Negative
PC2 (Disposition): -0.48

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
будто0.300
ness0.255
像是0.241
worse0.231
Worse0.219
Suppressed:
la-0.373
மகி-0.229
happy-0.226
ecstatic-0.226
K-0.219