He’d almost forgotten about that application. Liam, now a successful architect, was sitting in a design meeting when his phone vibrated, an urgent little pulse in his pocket. A notification. From his old university. He excused himself, walking into the hallway.

He scanned the email, the words a cold shock. His essay, the one about his childhood obsession with building treehouses, was now a featured highlight. A model of creativity and perseverance. His face felt strangely hot.

He ran a hand through his hair, the gesture clumsy and frantic. What if someone recognized him? What if they saw this as proof he was a fraud? The pressure in his chest was immense. He took a deep, shaky breath, the air thin.

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