The aroma of freshly baked bread filled the bakery, a smell that usually brought comfort, now felt like a cruel irony. Noah's sister, Sophia, had inherited the bakery, their family’s life’s work. He received the grandfather clock, a relic that chimed every hour.

Sophia’s enthusiasm for the business felt like a betrayal. He avoided looking at her. His palms began to sweat, the familiar anxiety creeping in, and he longed to escape.

He went to the corner of the bakery and wound the clock. The slow, rhythmic ticking filled the space. He focused on the steady cadence, the sound slowly calming the storm within.

Emotion: vulnerable

Cluster: Fear / Anxiety
PC1 (Valence): -2.07 Negative
PC2 (Disposition): -0.69

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.327
ness0.319
😞0.299
😔0.277
😣0.258
Suppressed:
de-0.567
la-0.488
l-0.271
(!)-0.267
(!)-0.257