The brightly coloured card felt like a stone in her stomach. She hadn’t ordered anything, wasn’t expecting any gifts. It was her birthday next month, but she hadn’t told anyone. The anonymity was unsettling. Who knew?

She clutched the card so tightly that her knuckles ached. The cheerful message on the front seemed mocking, a forced joviality that grated on her nerves. She retreated into her house, bolting the door behind her. The sound of the lock clicking offered little comfort.

She turned off all the lights, the sudden darkness making the house feel larger, more cavernous. She crept from room to room, peering out the windows, checking for movement, for any sign of intrusion. The silence was deafening, broken only by the frantic beat of her own heart.

Emotion: afraid

Cluster: Fear / Anxiety
PC1 (Valence): -2.76 Negative
PC2 (Disposition): -0.70

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.316
마다0.314
worse0.313
😰0.303
恐惧0.290
Suppressed:
de-0.691
la-0.562
a-0.402
"-0.316
brag-0.293