vulnerable - Story 166558 | Emotion Vectors in Gemma4-31B

The air in the apartment felt thick, heavy with unspoken desires. Across the coffee table, Maya bounced on her heels, her eyes shining with anticipation. She clutched a pamphlet about rabbits, her fingers tracing the fluffy illustrations. I took a deep breath, trying to steady my racing pulse.

The thought of a rabbit, with its delicate needs and its potential for chaos, felt like a threat. I'd built my life on control, on routine, on the predictability of my own space. This felt like a challenge, a disruption that I wasn't equipped to handle. My jaw tightened.

"What do you think?" Maya asked, her voice brimming with hope.

I closed my eyes for a moment. "I… I don't know if this is a good idea."

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:

`S`	0.327
`ness`	0.319
`😞`	0.299
`😔`	0.277
`😣`	0.258

Suppressed:

`de`	-0.567
`la`	-0.488
`l`	-0.271
`(!)`	-0.267
`(!)`	-0.257