"Are you alright, Dad?" Sarah asked. The question broke through the haze of a memory and brought Thomas sharply back to the present. He blinked, trying to focus on his daughter's concerned face. He was staring at the small screen of his phone, listening.

The recording was shaky, the sound quality poor. But the guitar chords, the melody… it was his. His father's song, the one he'd written years ago and then abandoned. A wave of unease washed over him, a cold prickling on the back of his neck.

He hadn’t shared it with anyone. Who was this person? A stranger had his words, singing a song about loss and regret. He tapped his foot, restless. The singer's voice was raw, filled with emotion, and he found himself both intrigued and deeply disturbed. He wanted to turn it off, but he couldn't.

Emotion: anxious

Cluster: Fear / Anxiety
PC1 (Valence): -1.99 Negative
PC2 (Disposition): -0.24

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.315
😖0.302
worse0.297
😰0.285
own0.267
Suppressed:
la-0.441
a-0.382
de-0.365
"-0.256
happy-0.256