He stared at the blank canvas leaning against the wall of his new apartment. His sister was given a collection of expensive jewels, the legacy of a long line of wealthy women. He, on the other hand, received a paint set, brushes worn smooth with use, and a single, unsigned painting. He walked to it, his legs feeling like lead. The painting depicted a landscape, a desolate, windswept moor. He felt a deep, unfamiliar ache in his chest. He touched the wet paint, smeared and still fresh, and felt the first tremor of a scream trapped inside.

Emotion: shaken

Cluster: Fear / Anxiety
PC1 (Valence): -2.72 Negative
PC2 (Disposition): -0.86

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.351
unable0.269
focus0.266
😞0.258
다시0.257
Suppressed:
de-0.769
la-0.579
a-0.375
happy-0.292
"-0.290