He stared at the email, the words on the screen blurring. The neighbor’s request concerning the pine tree’s needles made his hands sweat. He dropped his phone on the table. He wanted to shout, to slam his fist on the desk. He closed his eyes, took a deep breath.

His heart thumped against his chest as though trying to escape. The pine, a living thing, seemed to embody a deep rootedness he wished he had. He thought of all the times he'd stared at it. The times he'd walked past it, comforted.

He opened his eyes, the room felt smaller, the walls closing in. He sat down, he'd respond later, when his hands weren't shaking.

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