The coach’s words, a low rumble, seemed to swallow the sunlight. Maya’s stomach knotted as Coach Miller explained the need for a new setter. Her shoulders slumped slightly, the weight of the news pressing down. "We think you could be great there, Maya." The phrase hung in the air, a polite dismissal of everything she’d worked for. She nodded, her throat suddenly tight, as if a hand had reached in and squeezed. Her hands trembled slightly as she took a sip of water, the cool liquid doing nothing to calm the sudden heat rising in her cheeks. The court, once a familiar and comforting space, now felt vast and unfamiliar, her teammates distant figures.

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