Liam woke up in his old bed, the sheets smelling faintly of lavender, a scent his mother always used. He felt a sudden, sharp pang of irritation, a feeling he quickly stifled. The room, once a sanctuary, now felt small, the walls closing in.

He found himself avoiding his parents, retreating to the basement, where he could immerse himself in the world of video games. The loud bursts of sounds were a good distraction.

His father knocked at the door, "Liam, dinner is almost ready." Liam grunted in response, but he didn't move. He felt a profound resistance to leaving the dim, isolated space.

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