The flyer announcing the condo conversion lay on the kitchen counter, a stark reminder of the looming changes. She hadn't cooked in days. She found herself staring at the eviction notice her parents had once received, it seemed the past was repeating itself. Her hands trembled as she lit a cigarette, something she'd quit years ago. The acrid smell filled the small apartment, but it did little to soothe the tightness in her chest.

She kept replaying conversations with her landlord, their casual exchanges now tainted with a new meaning. The thought of negotiating, arguing, fighting for her place felt exhausting. Each footstep in the hallway caused her to flinch, her gaze fixed on the door, as if waiting for the other shoe to drop.

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