The telephone rang, its shrill sound splitting the quiet of the afternoon. It was her sister. "You have to come see this." She hung up, feeling a tremor run through her. The paintings! Again. She felt a familiar hollowness in her chest. She had buried her imaginary friend, "Pip", in the recesses of her mind, a mischievous sprite with a penchant for mischief. But now, Pip was back, a spectral presence in her nephew’s drawings. She drove over, the journey punctuated by nervous breaths, the world appearing to lose its color.

Her sister showed her the new drawing, Pip, but this time, he looked angry. The drawing hung above the fireplace. The room seemed cold.

“He's not real, is he?" she stammered, her voice barely a whisper. Her sister just stared, as if unsure.

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