He found himself pacing his living room, a restless energy buzzing through him. The hammering started early, a jarring assault on the morning stillness. James paused by the window, hands clenched.

He’d always valued the peace of his quiet street. Now, a cloud of dust and noise had settled over his sanctuary. The constant rhythmic thudding was a persistent ache in his temples.

He slammed the front door, shouting, "This is unbelievable!" His neighbor, Mark, was loading up a truck. Mark looked up, startled. "Morning, James! Sorry about the noise." James just waved his hand dismissively and stomped away, muttering under his breath.

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
πŸ˜–0.247
Suppressed:
de-0.571
la-0.414
a-0.377
happy-0.259
enthusi-0.234