The old house groaned around Liam, the wind whistling through the cracks in the windows. He’d found the letter while sorting through his mother's effects after her passing, a painful task. The discovery felt like a fresh wound. He didn’t know it existed.

The letter was a goodbye, a farewell to a life she no longer wanted. He read the words, each sentence a blow. The room felt suddenly small, the walls closing in. The implications of what she had written, what she had felt, were overwhelming.

He struggled to breathe. His vision blurred, the words swimming before his eyes. He rose from the chair, a feeling of deep unease washing over him. He needed to be away from this place. His hands trembled as he stuffed the letter back into the envelope.

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