The engagement party was supposed to be a joyous occasion, but for Ben, the atmosphere felt heavy, suffocating. He’d been introduced to the fiancé of his close friend, and he immediately felt a sense of disorientation. The fiancé was telling a story about a trip they took to a specific theme park, a place Ben had also visited, and which had the same details he recalled from his own adventures.

Ben felt his chest tighten. The fiancé was wearing a watch, Ben’s favorite watch that he had gifted to his girlfriend, and now he was getting a headache. He kept making small talk, but he couldn't focus. He felt a detached sense of unreality wash over him.

He excused himself to the restroom, needing to escape the increasingly awkward reality. He splashed water on his face, staring at his reflection. It was all a horrible mistake, he felt sure.

Emotion: unnerved

Cluster: Fear / Anxiety
PC1 (Valence): -2.36 Negative
PC2 (Disposition): -0.55

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😰0.302
😣0.282
будто0.265
😖0.265
ness0.257
Suppressed:
de-0.585
la-0.495
a-0.403
happy-0.289
ecstatic-0.284