He stared at his reflection, the pale face staring back a stranger. The move back home had been a necessity, a practical solution to a financial crisis. Yet, since arriving, an undercurrent of unease had settled into his bones.

His father’s booming laughter, once a source of comfort, now grated on him. He picked at the threadbare carpet, tracing its worn patterns with a trembling finger. Why did everything feel so... amplified?

Dinner conversations, once a source of lighthearted banter, devolved into silent, jerky movements, a struggle to mask the feelings that welled up. He found himself avoiding his parents, retreating to the basement where he could be alone with the hum of the old furnace and the damp, earthy smell.

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