The weight of the world felt particularly heavy on Clara’s shoulders this morning. She’d been juggling three part-time jobs, barely making ends meet, and the constant strain had her on edge. She stared at the overflowing sink, the dirty dishes reflecting her own weary face. The apartment felt small, confining, a cage of routine and monotony.

A social worker called. Her father, whom she hadn't seen in years, had passed. And, shockingly, there was a sibling. Clara felt a strange, hollow echo in her chest. The news hung in the air, heavy and unresolved.

She sank into a chair, her hands trembling. The air felt thin, difficult to breathe. This new information, a ghost from the past, made the present feel even more unmanageable.

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