The oak, a colossal presence for generations, was supposed to stay. Now, Mrs. Gable, eyes like chipped flint, wanted it gone. Her words, delivered with a brittle politeness, echoed in Eleanor's ears long after Mrs. Gable returned to her perfectly manicured lawn. Eleanor clutched her mug, the ceramic suddenly feeling too heavy. Her breath hitched, each inhale shallow and quick. She walked into the kitchen, a space usually a haven, but today the sunlight slicing through the window seemed aggressive, unforgiving. She slammed the door to the outside, as if trying to shut out the world.

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