The realtor’s voice, smooth and practiced, echoed in Eleanor’s ears, “It’s a great opportunity…Prime location… Investment potential…” Eleanor hadn’t heard a word. The air in the room felt thick, suffocating. She couldn't breathe properly.

She ran her hand over the worn, floral wallpaper in the kitchen, the same wallpaper she’d picked out with her grandmother when she was seven. The scent of stale wood and dust, mingled with the faint, lingering aroma of her mother's cinnamon apple pie, filled her nostrils, making her head swim.

Her gaze drifted to the window, the one she’d sat by every afternoon, reading and dreaming. The weight of the impending loss felt crushing, like a physical burden she couldn't shift.

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