The spotlight felt uncomfortably bright. She shifted from foot to foot, feeling exposed and vulnerable. Her mother, her face etched with a mix of pride and nostalgia, gave her a reassuring smile. She felt a knot tighten in her stomach.

She had always found it difficult to express her feelings, particularly when it came to her parents. Now, she was expected to articulate her gratitude, her admiration. The task seemed impossible.

She began the speech, her voice a little too loud, a little too shaky. She spoke of her father's kindness, his generosity. But the words felt hollow, inadequate. She fought back the urge to flee. She sat down, suddenly exhausted.

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