The flickering screen illuminated Amelia’s face as she stared at the bank statement. A lump formed in her throat, making it difficult to swallow. The numbers swam before her eyes; the account balance, the hidden transactions. Her fingers trembled as she reached for her phone, dialing her best friend Sarah’s number. She took a deep, shuddering breath before the call connected.

“Sarah, can you talk?” Amelia’s voice cracked. “There’s something… I need to tell you.” The silence on the other end felt thick, heavy, like a physical weight pressing down on her chest.

Amelia ran a hand through her hair, her movements jerky. The air in the room suddenly felt thin, as though it was struggling to reach her lungs. She kept rereading the statement, hoping it would somehow change, but the numbers remained, a stark reminder of the unknown.

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