The rejection felt like a physical blow. She sank into her chair, the flimsy wood creaking under her weight. The vibrant colors of the room, usually a source of comfort and inspiration, now felt garish, overwhelming.

She felt a hollowness inside, a gaping void where her excitement and anticipation had been. She looked at her reflection in the darkened computer screen, and saw a stranger, a person she barely recognized. The image was blurred, distorted.

She began to absentmindedly tap her fingers on the desk, a rapid, nervous rhythm. The sound echoed in the sudden quiet, a relentless reminder of her current state.

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