Rain lashed against the window, mirroring the dull ache in Amelia's chest. She stared at the overflowing laundry basket, a familiar weight on her shoulders. Another Tuesday. Another mountain of chores. Across the street, the manicured lawn of the Whitakers gleamed, untouched by the storm. A new, gleaming SUV sat in their driveway. Amelia sighed, a breath that felt heavy with the mundane.

She caught a glimpse of Mrs. Whitaker, through the gap in the blinds, emerging from the house, a Hermes scarf artfully draped around her neck. The sheer effortless elegance was like a pinprick to Amelia’s resolve.

Amelia’s own coat, frayed at the cuffs, hung on a hook near the door. The grocery budget for the week was already causing her a headache. She thought of the Whitakers’ recent trip to Italy, as chronicled on their perfectly curated social media. A wave of exhaustion washed over her.

Emotion: dispirited

Cluster: Sadness / Despair
PC1 (Valence): -1.88 Negative
PC2 (Disposition): -0.98

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😞0.398
S0.348
0.325
ness0.320
无法0.308
Suppressed:
de-0.297
l-0.256
👏-0.251
sonra-0.240
aud-0.240