My palms were slick as I walked towards the school. It was the first day back, and the butterflies were already doing acrobatics in my stomach, though not for the reasons most parents experienced. Seeing Mr. Henderson’s name on Lily’s class list was like a punch to the gut. I slowed my pace, suddenly captivated by a particularly interesting crack in the pavement.

My mouth felt cottony dry. I hadn’t seen the man in twenty years, hadn't needed to. Now, the past was barreling toward the present, and my daughter was caught in the crossfire. A cold dread seeped into my bones, making me shiver in the unseasonably warm September air.

“Mommy, are you okay?” Lily's small voice snapped me out of it. She tugged at my hand, her bright eyes questioning. “You’re acting… weird.” I managed a weak smile, pulling myself together.

“Just… excited for you, sweetie. Let’s go meet your teacher.” The words felt hollow, a flimsy shield against the tidal wave of anxiety threatening to consume me.

Emotion: terrified

Cluster: Fear / Anxiety
PC1 (Valence): -2.97 Negative
PC2 (Disposition): -0.62

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.357
worse0.350
无法0.334
😰0.333
sickening0.322
Suppressed:
la-0.676
a-0.392
de-0.371
"-0.344
happy-0.309