The first sign had been the phone calls. Silent, furtive conversations, whispered into the receiver late at night. Then, the unfamiliar books on the bedside table. Now, here it was. Sarah, gazing at her reflection in the bathroom mirror, saw her partner, Emily, standing behind her, speaking to her in perfect, beautiful Gaelic. Her entire frame went rigid.

She’d confided her heritage to Emily, her deep love for the language and culture, a connection she guarded fiercely. The language was her secret, it was part of her. It was something private. And Emily's words, the cadence, the very sound of it, struck Sarah with a violent jolt.

She slowly turned, her mouth slightly agape. Emily stood there, smiling, a small, hopeful smile. Sarah felt a pressure build behind her eyes, the urge to run, to vanish.

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
πŸ˜–0.317
λ§ˆλ‹€0.317
恐惧0.311
Suppressed:
la-0.637
de-0.605
a-0.402
"-0.351
happy-0.314