The cafe air, usually warm and welcoming, now felt thin, almost suffocating. Sarah clutched her coffee cup so hard her knuckles were white. Across the small, round table, Liam, her Liam, stared at her with a polite, vacant expression. He was smiling, but it didn't reach his eyes. "So, you say you knew me when you were, what, eight?" he asked, tilting his head.

Her throat constricted. Her voice felt stuck. She managed a weak, "Yeah, we built a treehouse in your backyard. Remember?" The memory, sharp and vibrant in her mind, seemed to bounce off his blank gaze. A coldness crept up her spine, prickling her skin. The buzzing of the espresso machine intensified, an unwelcome symphony of noise. She wanted to run, to disappear.

Emotion: frightened

Cluster: Fear / Anxiety
PC1 (Valence): -2.74 Negative
PC2 (Disposition): -0.67

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.324
😰0.323
worse0.301
😖0.294
느껴0.294
Suppressed:
de-0.630
la-0.616
a-0.347
"-0.345
happy-0.294