He’d been anticipating the bills, the usual drudgery. This, this was different. He saw the card, and his stomach lurched. The cheerful, cartoonish imagery of the card clashed horribly with the heavy feeling settling in his chest.

He took it inside and laid it on the kitchen counter, immediately regretting not leaving it in the mailbox. He began to pace back and forth, unable to stand still. He ran a hand through his hair, tugging at the strands. The temperature in the house suddenly felt stifling, making it hard to breathe.

He stopped pacing, his eyes glued to the card. The silence of the house was punctuated only by his own ragged breaths. His hands clenched into fists at his sides. He knew he had to open 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
πŸ˜–0.317
λ§ˆλ‹€0.317
恐惧0.311
Suppressed:
la-0.637
de-0.605
a-0.402
"-0.351
happy-0.314