The chipped mug warmed Amelia’s hands, but the tremors still ran through her. A box, tied with a ribbon the colour of a bruised plum, sat on her desk. It had arrived this morning, addressed in a familiar, sprawling hand. Liam. She hadn't seen him in five years.

She walked to the window, the blinds still drawn, and peered out at the muted grey street. The silence in the classroom was oppressive, broken only by the rhythmic thud of her own pulse in her ears. She hadn't expected to feel like this. She’d always considered herself a composed person.

With a deep breath that felt more like a gulp, Amelia returned to the box. Her fingers fumbled with the ribbon, the paper crinkling loudly in the quiet. Inside, nestled on a bed of tissue paper, was a framed photograph. Liam, grinning, posed with a group of friends, all of them looking impossibly young. Below the photo, a small silver plaque read: “Thank you, Mrs. Davies. For everything.”

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