The car keys felt heavy in Ben's hand. He'd just parked the car in the driveway, the same driveway where he'd spent his childhood summers. Now he was back, feeling like a ghost. He took a deep breath, the air thick with the scent of freshly cut grass.

Inside, his mother bustled around the kitchen, her movements quick and efficient. He felt a nervous sweat break out on his forehead. He saw his old room through the doorway, untouched, exactly as he'd left it.

"Dinner will be ready soon, honey," his mother said, her voice a little too cheerful. He swallowed hard. The thought of sitting down at the dinner table, the same table where he’d argued with his parents countless times, sent a shiver down his spine.

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