From the darkened corner of the coffee shop, Thomas observed. His partner, Mateo, sat across from him, sipping a latte. Mateo was talking animatedly to the barista, and Thomas recognized the rhythm, the cadence, of the Spanish words. The language of his family.

He’d taught Mateo some basic greetings, some phrases for travel. He'd thought that was the extent of it. Now, the ease with which Mateo spoke, the fluent way he gestured with his hands, sent a wave of nausea through him. He hadn’t seen this coming. He felt a need to retreat.

Thomas reached for his coffee, his hand trembling. He took a large gulp, the bitter taste doing little to quell the rising panic. He wanted to get up and leave, to escape. But he was trapped, pinned to his seat by an invisible force.

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