He felt his pulse quicken, his vision narrowing. He'd been texting his friend, Liam, about his crippling insomnia. Instead, he stared at the words, addressed to *The Boss*. The message was a rambling, late-night confession of his troubles.

His shoulders slumped. He envisioned the office grapevine buzzing with whispers. He felt a deep sense of vulnerability. This was going to make things very hard.

He rubbed his temples. He needed to find a way to fix this, even though it seemed hopeless. The weight of his anxiety felt heavy in his chest.

Emotion: rattled

Cluster: Fear / Anxiety
PC1 (Valence): -2.29 Negative
PC2 (Disposition): -0.42

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.264
😣0.261
worse0.256
😞0.248
😖0.247
Suppressed:
de-0.571
la-0.414
a-0.377
happy-0.259
enthusi-0.234