Eliza stared at the moving boxes stacked in her childhood bedroom, their cardboard surfaces a stark contrast to the familiar floral wallpaper. It was supposed to be a temporary measure. A helpful hand. Not a complete and utter dismantling of her aspirations. She felt the blood rush to her face.

Her father appeared in the doorway, his brow furrowed with concern. "You okay, honey?"

She nodded, trying to force a smile, but her lips wouldn't cooperate. She couldn't meet his gaze. She found herself fiddling with the tag of her shirt, her fingers tracing the stitching. The thought of the judgment, the unspoken disappointment, was like a physical weight on her chest.

"Yeah," she finally choked out, "Just… a little overwhelmed." The words felt hollow, inadequate.

Emotion: panicked

Cluster: Fear / Anxiety
PC1 (Valence): -2.44 Negative
PC2 (Disposition): 0.00

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
worse0.317
😫0.294
😖0.285
😰0.285
escape0.283
Suppressed:
la-0.432
a-0.374
de-0.296
楽し-0.262
happy-0.258