The rhythmic ticking of the grandfather clock in the hallway was suddenly deafening. Mark fidgeted, his fingers tracing patterns on the worn armchair fabric. Across the living room, Chloe was scrolling through pictures of hamsters, her face lit up. He had agreed to discuss the possibility of a pet – a hamster, apparently. He hadn't realized he was going to feel so… on edge.

He loved the apartment's clean lines, the minimalist decor, the absence of extraneous noise. He enjoyed the predictable routine, the quiet evenings, the carefully curated peace. Now, with the potential of a tiny, nocturnal creature rattling in a cage, his stomach was twisting itself into knots. He felt as if someone was pressing a hand against his throat.

He cleared his throat. "Are you sure it won't… make a lot of noise?" He wanted to sound casual, but his voice cracked.

Chloe looked up, her expression a mix of amusement and annoyance. "It's a hamster, Mark. How much noise can it make?"

Emotion: anxious

Cluster: Fear / Anxiety
PC1 (Valence): -1.99 Negative
PC2 (Disposition): -0.24

Role in Research

This story is one of 1,000 stories generated for the emotion anxious. 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 anxious stories, after denoising with neutral dialogue baselines, produces the anxious emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the anxious vector is projected through the unembedding matrix.

Promoted:
😣0.315
😖0.302
worse0.297
😰0.285
own0.267
Suppressed:
la-0.441
a-0.382
de-0.365
"-0.256
happy-0.256