"This can't be happening," I muttered, my voice shaky. I’d spent months composing a new musical score. Now, on the online music platform, another composer had uploaded the exact same piece. The notes, the tempo, the arrangement – everything was identical.

My hands flew to my mouth. It felt as if someone had punched me. I felt the air leaving my lungs. I felt a growing desire to just disappear.

I backed away from the laptop, my gaze darting around my apartment. I felt very, very alone.

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
šŸ˜–0.317
ė§ˆė‹¤0.317
ꁐꃧ0.311
Suppressed:
la-0.637
de-0.605
a-0.402
"-0.351
happy-0.314