David’s pulse quickened as he recognized Jessica among the guests. He felt a cold shiver run down his spine, followed by a sudden flush of heat. The festive atmosphere of the wedding felt jarring, almost obscene. He felt a strange sort of helplessness, a sense of being trapped in a play he hadn't rehearsed for.

He found himself scrutinizing her, noting the way she moved, the way her hair fell, everything. He gripped his glass of wine so tightly that his knuckles went white. He needed to appear casual, composed, but his heart was hammering against his ribs.

Every shared joke, every lighthearted comment, felt like a deliberate jab. He couldn't relax. The evening stretched before him, an endless expanse of uncomfortable forced smiles and strained small talk. He longed to leave.

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