The enclosed space was suffocating for Liam. The smell of stale coffee and someone's floral perfume was making him nauseous. He bounced his knee, trying to burn off some of the energy that coursed through him like a live wire. Three hours. He kept repeating the words in his head as if they were some sort of mantra.

"So, uh..." he started, then trailed off. The woman beside him, Mrs. Henderson, a sharp-tongued accountant, looked at him with an inscrutable gaze. He hated awkward situations. He hated being trapped.

He picked at a loose thread on his jacket. He considered telling her a joke, something to lighten the mood, but the words wouldn't come. He just felt... wrong. The silence stretched, a taut, vibrating wire.

He stared at his feet, willing the doors to open. Each creak and groan of the elevator sent a fresh wave of unease through him. He couldn't shake the feeling that something bad was about to happen. He wanted to scream.

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