Her fingers fumbled with the locks as she unlocked the apartment door. Inside, the usual scent of stale air and instant noodles hit her. Liam was sprawled on the couch, laptop balanced precariously on his stomach, headphones blasting music. "A dog?" she repeated, her voice thin. The audacity of it! He hadn’t even consulted her. A wave of anxiety washed over her, making her palms feel clammy.

He pulled off an earbud, a smirk playing on his lips. "Yeah, buddy. A golden retriever. Think of it, walks in the park, cuddling on the couch..." She could barely breathe. The thought of fur, shedding, the constant need for attention – it felt overwhelming, like a physical weight pressing down on her chest.

She went to the bedroom, closing the door a little too hard. The image of the dog, slobbering and bounding, filled her mind. She paced the small room, the space seeming to shrink with every step. Why had he done this? Why hadn't he even asked?

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