Michael clutched his phone tighter, his knuckles white. The text had just arrived: “I'm at the coffee shop, by the window.” He knew “Echo” had just moved to town, and they’d bonded over shared frustrations about their old lives. Now, the reality was sinking in, and a knot formed in his stomach.

He swallowed hard, pushing through the heavy door. His gaze darted to each face, and his chest felt tight. The air felt thick. He finally spotted her – or him – by the window, a laptop open in front of them, looking right back at him.

Michael felt the sudden urge to flee, to disappear back into the anonymity of his own apartment. He took a hesitant step forward, unsure if his legs would carry him.

Emotion: afraid

Cluster: Fear / Anxiety
PC1 (Valence): -2.76 Negative
PC2 (Disposition): -0.70

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.316
마다0.314
worse0.313
😰0.303
恐惧0.290
Suppressed:
de-0.691
la-0.562
a-0.402
"-0.316
brag-0.293