The cafe was a swirl of latte art and hushed conversations. Elias gripped his lukewarm coffee, knuckles white. His song, โ€œWhispers in the Wind,โ€ was playing. He hadn't written a note in months, the rejection letters piling up like gravestones. Now, a woman with a voice like spun gold was singing *his* words. He felt his chest tighten, like a fist was squeezing his lungs. He wanted to run, to disappear into the bustling street outside, but his legs felt leaden. He stared at the chipped tabletop, tracing the cracks with a trembling finger.

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
๐Ÿ˜ž0.299
๐Ÿ˜”0.277
๐Ÿ˜ฃ0.258
Suppressed:
de-0.567
la-0.488
l-0.271
(!)-0.267
(!)-0.257