The card felt strangely heavy in her hand, like a small, unwelcome stone. She ran the tip of her index finger over the crisp paper, the silence of her apartment amplifying every tiny sound. Her birthday had been last week. This didn't make sense.

She backed away from the door, the shadows in the hallway seeming to lengthen and twist. Every nerve ending in her body was prickling with unease. She wanted to know who had sent it, and, she realised, she also didn't.

β€œThis is ridiculous,” she muttered, her voice barely a whisper. Yet, she found herself peering through the peephole every few minutes.

Emotion: worried

Cluster: Fear / Anxiety
PC1 (Valence): -2.02 Negative
PC2 (Disposition): -0.43

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
worse0.285
S0.279
😰0.277
😣0.269
Worse0.250
Suppressed:
la-0.476
de-0.432
πŸŽ‰-0.233
happy-0.231
"-0.228