The air in the library felt thick, stifling. Michael sat hunched over a book, pretending to read, but his eyes kept drifting toward the entrance. He knew "WhisperingWillow" frequented this library. Their shared love of books, their quiet conversations, were now a source of agony.

Every creak of the floorboards, every whispered word, sent a jolt of alarm through him. He imagined her seeing him, judging him. The thought made his stomach clench.

He shut the book with a loud snap, ignoring the disapproving glances of other patrons. He had to leave. He rose and walked toward the exit, his body felt heavy as if held down by unseen hands.

Emotion: disturbed

Cluster: Fear / Anxiety
PC1 (Valence): -2.97 Negative
PC2 (Disposition): -0.60

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.318
ness0.309
无法0.300
😞0.297
worse0.284
Suppressed:
de-0.829
la-0.666
a-0.392
B-0.301
"-0.290