He stared at the calendar entry, a block of text in elegant calligraphy. It was the same day, every week, for the past six months. “Mandarin lesson.” Alex felt a coldness creep across his skin. His partner, Ben, had a meeting with friends every Tuesday night. Apparently, he had other engagements. He needed to get out.

Alex stood from the dining table, scraping his chair across the wooden floor. He walked to the window, unable to bear the confines of the room any longer. He pressed his forehead against the cool glass. The streetlights outside blurred and refracted into shimmering halos.

He saw Ben's car approaching and instinctively ducked behind the curtains. A wave of nausea churned his stomach. He didn't want to explain anything; he couldn't.

Emotion: scared

Cluster: Fear / Anxiety
PC1 (Valence): -2.86 Negative
PC2 (Disposition): -0.84

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.350
😰0.337
😖0.317
마다0.317
恐惧0.311
Suppressed:
la-0.637
de-0.605
a-0.402
"-0.351
happy-0.314