He had been avoiding his mail all week. He knew the letter was coming, a harbinger of the change that would threaten his solitude. But he opened it anyway. It was from Mrs. Chen, regarding the ancient oak that stood between their properties.

The letter was polite, outlining concerns about the roots, the potential for damage, and the desire to “beautify” the area. He saw between the lines: an invasion of his space, a breach of his sanctuary. He felt a tremor run through him, starting at his shoulders and spreading down his back.

He closed his eyes, picturing the tree's massive trunk, its sturdy branches, the shade it offered. He thought of his quiet evenings in the garden, shielded from the world. The thought of it gone, exposed, sent a wave of nausea through him.

He crumpled the letter, the paper crackling in his hand. He looked up, his gaze darting around his property. He felt the need to protect, to defend, to keep his safe place safe.

Emotion: frightened

Cluster: Fear / Anxiety
PC1 (Valence): -2.74 Negative
PC2 (Disposition): -0.67

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.324
😰0.323
worse0.301
😖0.294
느껴0.294
Suppressed:
de-0.630
la-0.616
a-0.347
"-0.345
happy-0.294