She stared at her reflection, the lines etched around her eyes reflecting a weariness she couldn't hide. The small, wooden box was a reminder of a life she couldn't seem to hold onto. She unearthed it while renovating the attic, the dust of ages clinging to it like a shroud. Inside, a packet of seeds, a handmade ornament, and a note filled with youthful idealism. She felt a profound sense of distance, the chasm between her past and present an unbridgeable gulf. She placed the box back on the shelf, the feeling of lead weighing down her chest.

Emotion: unhappy

Cluster: Sadness / Despair
PC1 (Valence): -1.62 Negative
PC2 (Disposition): -0.78

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.339
😞0.317
💔0.252
😔0.249
😢0.241
Suppressed:
de-0.436
la-0.266
l-0.224
/-0.216
--0.199