He kept pacing. Back and forth across the narrow, cluttered living room of his current apartment, the same route he'd walked a thousand times since the email arrived. His hands were clasped behind his back, fingers interlocking, pulling so hard at his knuckles that they looked skeletal. The news, a curt notification about the impending razing of his childhood home, had hit him like a physical blow.

He stopped, staring out the rain-streaked window. A single word escaped his lips, barely a whisper: "Why?" He reached for the phone, the familiar touch of the cold glass a momentary comfort. His calls went unanswered. The urge to scream clawed at his throat. He felt trapped, pinned down, like the house itself.

Emotion: distressed

Cluster: Fear / Anxiety
PC1 (Valence): -2.39 Negative
PC2 (Disposition): -0.52

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.304
😞0.296
worse0.291
😖0.285
😰0.276
Suppressed:
de-0.457
la-0.349
:)-0.239
B-0.232
happy-0.229