The card was tucked in amongst the usual clutter in the mailbox. He was expecting nothing out of the ordinary, his mood already low after a rough day. The sight of it sent a jolt of alarm through him. He almost dropped the rest of the mail.

He retreated inside, his pace quickening. The air in his apartment felt thick, heavy. He went through and locked every door and window, the familiar routine offering little comfort. He could feel his heart hammering in his chest.

He stood in the middle of the living room, the unopened card clutched in his sweaty hand. He stared at it, the blood draining from his face. The colorful design seemed to mock him. He wished he'd never seen it.

Emotion: scared

Cluster: Fear / Anxiety
PC1 (Valence): -2.86 Negative
PC2 (Disposition): -0.84

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.350
😰0.337
😖0.317
마다0.317
恐惧0.311
Suppressed:
la-0.637
de-0.605
a-0.402
"-0.351
happy-0.314