The chipped paint on the porch railing seemed to mock him, the imperfections reflecting the unease that had settled deep within him. He saw Mr. Bell approaching, his gait slow and deliberate, a predator sizing up its prey. He knew what he wanted.

“Afternoon, Mark,” Mr. Bell said, his voice a low rumble. He tilted his head towards the majestic redwood that shaded his entire property. "That tree… it’s a hazard, isn't it? Branches dropping. Roots causing problems. I think we should take it down.”

Mark looked away, pretending to inspect a loose plank on the porch. He recalled the tree’s presence, how it blocked out the neighbors’ view. Taking it down was a clear path to being under his gaze. His jaw clenched. He felt a wave of cold rush through him.

“I… I have to talk to my wife,” he finally managed, his voice thin and unsteady. He knew that was a delaying tactic, but he needed more time. He retreated inside, slamming the screen door behind him.

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