The glittering facade of the holiday decorations on Mr. and Mrs. Gable's house, a yearly tradition, felt like a slap in the face. It was the end of the year and Maya was reminded of how little she accomplished. A faint headache throbbed behind her eyes.

She stared at the twinkling lights, a hollow ache resonating within her. She retreated into her small, dimly lit apartment, the contrast between their lives, so palpable, left her feeling emotionally crippled. She sank onto the couch, the festive cheer of the season mocking her quiet distress.

Emotion: sad

Cluster: Sadness / Despair
PC1 (Valence): -2.52 Negative
PC2 (Disposition): -1.50

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😞0.436
😔0.405
S0.384
无法0.341
L0.337
Suppressed:
de-0.749
la-0.614
l-0.471
/-0.350
!-0.322