The radio crackled to life, spewing the unwelcome melody into the sterile air of Elara’s apartment. “Ephemeral Echoes” – her song, her vulnerability, laid bare. She spun around, her heart hammering against her ribs. This couldn't be happening. She hadn't even finished the official recording. She gripped her phone tightly, knuckles white.

The DJ’s voice, a smooth, practiced baritone, announced the artist: “Zara, with her latest hit…” Zara? Elara’s name was on the tip of her tongue, forming a frustrated shout. A wave of heat washed over her, making her flush. She hated it. The arrangement was… different. Worse. She switched the radio off, then back on again, just to hear the end of the song she wrote. She slumped onto the couch, the silence amplifying the echo of the melody in her head.

Emotion: worried

Cluster: Fear / Anxiety
PC1 (Valence): -2.02 Negative
PC2 (Disposition): -0.43

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
worse0.285
S0.279
😰0.277
😣0.269
Worse0.250
Suppressed:
la-0.476
de-0.432
🎉-0.233
happy-0.231
"-0.228