The invitation, a beautifully designed card, lay open on the kitchen counter. I stared at the elegant script, a cold stone forming in my belly. “Farewell Party for Alex.” My closest friend, gone. The party was for him, but I felt excluded from it. My chest felt tight, constricted.

I felt suddenly clumsy, knocking over a stack of plates as I moved through the kitchen, the clatter echoing the chaos within me. My hands shook as I picked them up, the porcelain shards feeling sharp and dangerous. I felt a growing sense of detachment, as if I were observing myself from a distance. The familiar scent of coffee from the pot on the counter felt foreign, disconnected.

I needed to get out, to escape the confines of the house. I grabbed my keys, practically running out the door, the cool night air hitting my face like a slap. The world seemed to be closing in around me. The thought of the future felt bleak.

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