Rain lashed against the windowpane, mirroring the storm brewing inside Emily. She felt a knot tighten in her stomach, a familiar feeling these past few months. Sorting through her grandmother's things, a task she’d been dreading. The house felt cold, even with the fireplace blazing.

She found it, tucked inside a floral patterned box filled with sewing supplies. A letter, typed on heavy, cream-colored paper. Resignation. The date was over forty years ago. Her grandmother, a woman she remembered as perpetually cheerful, expressing her departure from a job in a crisp, formal tone.

Emily sank onto the floor, the dampness seeping through her jeans. It was about her grandmother's dissatisfaction. She felt the same way, the same vague, hollow ache. The letter offered no answers, only a mirror reflecting her own current state.

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
πŸ‘-0.251
sonra-0.240
aud-0.240