He arrived home earlier than usual, hoping to catch her by surprise. He found her humming, sitting on the balcony, and as he drew near, he heard the words. It was Icelandic, a language he barely knew, but the intonation and rhythm was clear. Her voice was gentle, almost musical, and he froze.

He leaned against the doorframe, suddenly feeling like an intruder in his own home. He wanted to understand. He wanted to scream.

He didn't dare speak. He remained silent, letting the music of her words wash over him, a tide of worry and confusion rising in his chest. A cold shiver ran through his body. He retreated back into the house, and he didn't know what to do next.

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