John sat at the kitchen table, the photographs laid out before him like a series of landmines. He felt a sudden, urgent need to get away, as if the walls of the kitchen were shrinking.

His father, the stoic, reliable figure he had always known, was captured in a series of pictures that showed him in the midst of illegal activities. He had always been told his father worked hard. John’s throat felt tight.

He felt the beginnings of a panic rise inside him. He felt trapped. He needed to be alone. He stood up, knocking over his chair in his haste. He needed to get away, now.

Emotion: unsettled

Cluster: Fear / Anxiety
PC1 (Valence): -2.33 Negative
PC2 (Disposition): -0.65

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.382
😞0.309
ness0.301
😣0.256
😔0.248
Suppressed:
de-0.721
la-0.597
a-0.365
"-0.299
l-0.274