Rain lashed against the bakery window, mirroring the relentless drumming in Eleanor’s head. She stared at the overflowing trash can, the discarded parchment paper a testament to another failed batch of croissants. Her hands, usually nimble, felt heavy, leaden. The scent of burnt butter and regret hung thick in the air.

A week ago, her "Sunburst Scones" were a local favorite. Now? Nothing. Sales had plummeted. She’d seen a TikTok video of a girl making them, claiming them as her own, calling them "Sunshine Bites" and garnishing them with candied citrus. Millions of views.

Eleanor sank onto a stool, the cold metal biting through her jeans. Her eyes drifted to a framed photograph on the counter, a picture of her grandmother, her mentor in the kitchen. She remembered her grandmother's words, "Let your love be the secret ingredient." Now, it felt like her love was just...gone.

Emotion: depressed

Cluster: Sadness / Despair
PC1 (Valence): -2.06 Negative
PC2 (Disposition): -1.08

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😞0.417
每天0.353
无法0.330
own0.311
😔0.309
Suppressed:
de-0.492
B-0.393
P-0.352
l-0.310
!-0.307