The smell of old books and parchment usually filled Samuel with a contentedness, a comforting feeling. Now, it made his head ache. His collection of first editions and rare manuscripts, once a source of pride, seemed to taunt him. His daughter, Olivia, had gotten into the same reading, and started studying the books for hours.

Olivia would approach him with questions. “Dad, what do you think of this passage?” Her inquisitiveness felt like an invasion. He found himself answering curtly, his usual patience frayed.

"It's...interesting," he would mumble, unable to meet her enthusiastic gaze. The books, which had always been his sanctuary, now seemed to close in on him, the words on the page blurring into a wall of judgment.

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