The room seemed to spin slightly as she stood up. The clinking of glasses and the murmur of conversation suddenly intensified. She took a quick sip of water, trying to compose herself. Her father, looking relaxed and happy, gave her an encouraging nod. She felt an overwhelming surge of…something.

She had always admired her father’s strength, his quiet resolve. Now, witnessing his contentment, she felt a profound sense of…inadequacy. She felt the tears welling up.

She began her speech, her voice trembling slightly. She spoke of his kindness, his wisdom, his unwavering support. But the words felt distant, as if she were talking about someone else. The emotional well was a lot deeper than she thought.

Emotion: sensitive

Cluster: Fear / Anxiety
PC1 (Valence): -2.10 Negative
PC2 (Disposition): -0.75

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
ness0.304
😞0.282
😥0.272
😣0.271
own0.264
Suppressed:
la-0.679
de-0.660
a-0.281
"-0.280
(!)-0.242