He held the eviction notice at arm's length, as if it were contaminated. His face was pale, his lips thin and pressed together. He carefully folded the paper and tucked it into his pocket, his movements slow and deliberate, as if trying to buy time.

He felt the weight of his belongings in the small flat. Each item, a reminder of the life he had built, of the dreams he held. He had nowhere to go, no support system to lean on. The knowledge was a lead weight in his stomach.

He went to the window and looked out at the street. The faces of the people passing by were unfamiliar, uncaring. He felt utterly alone, an island cast adrift in a vast and indifferent sea. He felt like he was starting all over again.

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