The lights were bright, almost blinding. He felt a prickle of sweat at the nape of his neck. His mother, her eyes sparkling, was clearly enjoying the attention. He, on the other hand, felt the familiar ache in his stomach.

The speech, hastily written the night before, felt inadequate, insufficient. He wanted to say something meaningful, something that truly captured his father's essence. But the words seemed to elude him. He felt a tightness in his chest.

He remembered his father's quiet stoicism, his unwavering belief in hard work. He tried to emulate that, to project an image of strength. But beneath the surface, he was churning. He stammered to a close and sat back down.

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