He ran a hand through his hair, the gesture rough and agitated. The phone call had been short, laced with forced cheerfulness he knew was a lie. "Something came up," she’d said, her voice thin, fragile. He wandered the empty apartment, the silence amplifying the thrumming in his ears. He'd envisioned the smiles, the laughter, the joyous chaos. Now, just the echoing emptiness. He slammed his fist on the kitchen counter, the sudden impact a release of pent-up energy, then instantly regretted the impulsive action.

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