“No more Mama Mia’s…” The words came from the mouth of her friend, a casual statement uttered over coffee, but it cut through Clara like a shard of glass. She set her cup down so quickly that some of the liquid spilled on the table. She wanted to scream. She wanted to deny it.

Her breath came in shallow, uneven gasps. Her chest felt heavy, as if a weight was pressing down on her. The cafe, usually a place of laughter and shared confidences, now seemed to mock her with its normalcy.

She could barely speak, just nodded, hoping her friend would leave, hoping the words were some kind of cruel joke. She excused herself and rushed to the bathroom, needing to be alone.

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