Rain lashed against the windows, mirroring the tempest inside Amelia. She unearthed the letter from the back of her father's old filing cabinet, a relic from a time before she was born. The paper was thin, almost translucent, the ink faded in places. He had never spoken of leaving his job. The revelation felt like a physical blow.

She sank into the worn armchair, the dampness of the rain seeping through the walls and into her bones. The letter detailed his profound dissatisfaction, the crushing weight of unmet expectations, the yearning for something more. Each phrase vibrated with an intensity that sent a cold sweat prickling across her skin.

She gripped the edges of the paper, her knuckles white. She had always imagined her father as a pillar of strength, unwavering and secure. This letter shattered that image, revealing a vulnerability she hadn't known existed. The knowledge that he had harbored such doubts, such unhappiness, filled her with a sense of unease she couldn't name. She felt a pressing need to break free.

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