The stale air of the storage room clung to Ms. Ramirez. Boxes of old school supplies towered around her, each one a reminder of the life she was slowly losing. The recent divorce had left her adrift, and the relentless pressure of her job felt like a tightening noose. She felt a growing sense of detachment, a feeling that she was watching her own life from behind a sheet of glass.

A sudden light flickered on. A young woman, face beaming, stood there holding a canvas. "Ms. Ramirez! Remember me? It's Maria from your art class. I made this for you."

The painting was of a vibrant, sun-drenched landscape, bursting with color. It was almost too much, a stark contradiction to the suffocating grayness that had been enveloping her. The sheer exuberance of the artwork was almost painful.

Emotion: troubled

Cluster: Fear / Anxiety
PC1 (Valence): -2.20 Negative
PC2 (Disposition): -0.81

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😞0.343
S0.317
ness0.302
😔0.294
😢0.272
Suppressed:
de-0.553
la-0.511
l-0.307
/-0.260
(!)-0.236